run full pipemaster simulations

0.1 Load libraries

Code

#install.packages("caret")
library(caret) # caret: used to perform the superevised machine-learning (SML)

Loading required package: ggplot2

Loading required package: lattice

Code

#install.packages("doMC")  
library(doMC) # doMC: necessary to run the SML in parallel

Loading required package: foreach

Loading required package: iterators

Loading required package: parallel

Code

#install.packages("devtools")
#devtools::install_github("pievos101/PopGenome")
#devtools::install_github("gehara/PipeMaster")
library(PipeMaster)

Loading required package: ape

Loading required package: e1071

Loading required package: phyclust

Loading required package: PopGenome

Loading required package: ff

Loading required package: bit

Attaching package: 'bit'

The following object is masked from 'package:base':

    xor

Attaching package ff

- getOption("fftempdir")=="/var/folders/qx/__8cl16s5rn_x51hm4yxn5nh0000gn/T//Rtmp8r3yOK/ff"

- getOption("ffextension")=="ff"

- getOption("ffdrop")==TRUE

- getOption("fffinonexit")==TRUE

- getOption("ffpagesize")==65536

- getOption("ffcaching")=="mmnoflush"  -- consider "ffeachflush" if your system stalls on large writes

- getOption("ffbatchbytes")==16777216 -- consider a different value for tuning your system

- getOption("ffmaxbytes")==536870912 -- consider a different value for tuning your system

Attaching package: 'ff'

The following objects are masked from 'package:utils':

    write.csv, write.csv2

The following objects are masked from 'package:base':

    is.factor, is.ordered

Loading required package: abc

Loading required package: abc.data

Loading required package: nnet

Loading required package: quantreg

Loading required package: SparseM

Attaching package: 'SparseM'

The following object is masked from 'package:base':

    backsolve

Loading required package: MASS

Loading required package: locfit

locfit 1.5-9.9   2024-03-01

Loading required package: msm

Code

#install.packages("https://github.com/YingZhou001/POPdemog/raw/master/POPdemog_1.0.3.tar.gz", repos=NULL)
library(POPdemog)

0.2 Read in each model

In a previous script we went through the arduous process of setting up the four null models we wish to simulate. Here, we simply read in the details of these four models from a text file

Code

#model 1
m1<-dget("~/Desktop/dicaeum_full_pm/m1.txt")
#model 2
m2<-dget("~/Desktop/dicaeum_full_pm/m2.txt")
#model 3
m3<-dget("~/Desktop/dicaeum_full_pm/m3.txt")
#model 4
m4<-dget("~/Desktop/dicaeum_full_pm/m4.txt")

#plot each model to verify that it is set up correctly
PlotModel(model=m1, use.alpha = F, average.of.priors=F)

There are  3 time events for  3  populations

read N and g, done!

read m, done!

read pos and update, done!

demographic initiation, done!

plot initiation, done!

Code

PlotModel(model=m2, use.alpha = F, average.of.priors=F)

There are  3 time events for  3  populations

read N and g, done!

read m, done!

read pos and update, done!

demographic initiation, done!

plot initiation, done!

Code

PlotModel(model=m3, use.alpha = F, average.of.priors=F)

There are  2 time events for  3  populations

read N and g, done!

read m, done!

read pos and update, done!

demographic initiation, done!

plot initiation, done!

Code

PlotModel(model=m4, use.alpha = F, average.of.priors=F)

There are  2 time events for  3  populations

read N and g, done!

read m, done!

read pos and update, done!

demographic initiation, done!

plot initiation, done!

0.3 Calculate empirical summary stats

Now, all I need to do is calculate the empirical sumstats

Code

#read in 'popassign' dataframe which was created in the previous script
#pops<-read.csv("~/Desktop/PM_dicaeum/popassign.csv")
#calculate summary stats for empirical data
#obs <- obs.sumstat.ngs(model = m1, path.to.fasta = "~/Desktop/PM_dicaeum/haplotype.fastas", pop.assign = pops)
#save this output to file
#write.table(obs,"~/Desktop/PM_dicaeum/observed.txt", quote=F,col.names=T, row.names=F)

#since the three preceding steps have already been completed in a previous script, I will simply read in the observed summary statistics here
obs<-as.matrix(read.table("~/Desktop/dicaeum_full_pm/observed.txt", header=T))

0.4 simulate each replicate

Code

#use sim.msABC.sumstat to sim genomic data for each model
#The total number of simulations = nsim.blocks x block.size x ncores. You can play with these values to optimize.
#A small block size will take less RAM but more time. A large block size may overload R's memory capacity.
#PipeMaster will output a time estimate at the console to help you optimize. From my experience, a block.size of 1000 will be good for most cases. If you don't want to mess with this, just leave at 1000, it should work fine.

#once each set of simulations below has been generated with sufficient sample size, the line can be commented out, because the simulations will not need to be redone/over-written.

#we are going to do this in a loop, and generate 50K sims for each of these 4 models, 5 times in total
for (i in 1:5){
  #sim model 'm1' on desktop (10 cores, 32 Gb RAM). Total number of sims here = 1*5000*10 = 50K
  sim.msABC.sumstat(m1, nsim.blocks = 1, use.alpha = F, path = "~/Desktop/dicaeum_full_pm/", output.name = paste0("rep",i,".m1"),
                    append.sims = F, block.size = 5000, ncores = 10)
  #Now, sim model 'm2'
  sim.msABC.sumstat(m2, nsim.blocks = 1, use.alpha = F, path = "~/Desktop/dicaeum_full_pm/", output.name = paste0("rep",i,".m2"),
                    append.sims = F, block.size = 5000, ncores = 10)
  #And, sim model 'm3'
  sim.msABC.sumstat(m3, nsim.blocks = 1, use.alpha = F, path = "~/Desktop/dicaeum_full_pm/", output.name = paste0("rep",i,".m3"),
                    append.sims = F, block.size = 5000, ncores = 10)
  #Finally, sim model 'm4'
  sim.msABC.sumstat(m4, nsim.blocks = 1, use.alpha = F, path = "~/Desktop/dicaeum_full_pm/", output.name = paste0("rep",i,".m4"),
                    append.sims = F, block.size = 5000, ncores = 10)
}

Reading simulations from worker nodes
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Code

#once the above simulations have been successfully performed, they can be commented out, as we can simply read in the summary statistics with the following code and there's no need to re-perform the simulations.

0.5 Do prediction for each replicate

Code

for(i in 1:5){
#read in model1
m1.sim <- read.table(paste0("~/Desktop/dicaeum_full_pm/SIMS_rep",i,".m1.txt"), header=T)
#read in model2
m2.sim <- read.table(paste0("~/Desktop/dicaeum_full_pm/SIMS_rep",i,".m2.txt"), header=T)
#read in model3
m3.sim <- read.table(paste0("~/Desktop/dicaeum_full_pm/SIMS_rep",i,".m3.txt"), header=T)
#read in model4
m4.sim <- read.table(paste0("~/Desktop/dicaeum_full_pm/SIMS_rep",i,".m4.txt"), header=T)

#Identify only shared estimated variables across all three sims plus observed
x<-colnames(obs)[colnames(obs) %in% colnames(m1.sim) & colnames(obs) %in% colnames(m2.sim) & colnames(obs) %in% colnames(m3.sim) & colnames(obs) %in% colnames(m4.sim)]
#isolate variables shared between the simulations and empirical for observed
obs.dat<-obs[,colnames(obs) %in% x]
#transpose
obs.dat<-t(as.matrix(obs.dat))
#repeat for each simulation
m1.dat<-m1.sim[,colnames(m1.sim) %in% x]
m2.dat<-m2.sim[,colnames(m2.sim) %in% x]
m3.dat<-m3.sim[,colnames(m3.sim) %in% x]
m4.dat<-m4.sim[,colnames(m4.sim) %in% x]
#combine all sims into a single dataframe
models <- rbind(m1.dat,m2.dat,m3.dat,m4.dat)

#t-test each individual variable to see whether the observed differs significantly from the overall parameter space of all simulations
t.res<-c()
for(j in 1:ncol(models)){
t.res[j]<-t.test(x=models[,j], mu = obs.dat[j], alternative = "two.sided")[["statistic"]]
}
#record t-statistic value for each test in a dataframe for subsetting the simulated and observed variables (i.e., columns)
mod.dist<-data.frame(vars=colnames(models)[order(t.res)],t.stat=sort(t.res))
#record integer value corresponding to 1/4 of the data
quart<-round(nrow(mod.dist)/4)+1
#remove the worst fit quartile of the summary statistics for the simulated models
models.sub<-models[,colnames(models) %in% mod.dist$vars[1:(nrow(mod.dist)-quart)]]
#repeat for observed data
obs.sub<-obs.dat[,colnames(models) %in% mod.dist$vars[1:(nrow(mod.dist)-quart)]]
#calculate pairwise correlations among all summary statistic variables
tmp <- cor(models.sub)
#remove lower triangle of pairwise matrix
tmp[!lower.tri(tmp)] <- 0
#remove any summary statistics correlated > .95 with another variable from the subset simulation dataframe called 'models.sub'
models.sub<-models.sub[,!apply(tmp, 2, function(x) any(abs(x) > .95, na.rm = TRUE))]
#subset the observed summary statistics to the same set of variables
obs.sub<-obs.sub[names(obs.sub) %in% colnames(models.sub)]

#Perform neural network based model selection.
# set up number of cores for SML
registerDoMC(10)
## combine simulations and index
index<-c(rep("m1",nrow(m1.dat)),rep("m2",nrow(m2.dat)),rep("m3",nrow(m1.dat)),rep("m4",nrow(m4.dat)))
mods <- cbind(models.sub, index)
## setup the outcome (name of the models, cathegories)
outcomeName <- 'index'
## set up predictors (summary statistics)
predictorsNames <- names(mods)[names(mods) != outcomeName]
#open df to hold results
df<-data.frame(m1=numeric(),m2=numeric(),m3=numeric(),m4=numeric(),acc=numeric(),kap=numeric())
#repeat the following procedure 100 times, each time subsampling 75% of the simulation dataset and using that to train the neural network
for (k in 1:100){
## randomly split the data into trainning and testing sets; 75% for training, 25% testing
splitIndex <- createDataPartition(mods[,outcomeName], p = 0.75, list = FALSE, times = 1)
train <- mods[ splitIndex,]
test  <- mods[-splitIndex,]
## bootstraps and other controls
objControl <- trainControl(method='boot', number = 1, returnResamp='final',classProbs = TRUE)
## train the algoritm
nnetModel_select <- train(train[,predictorsNames], train[,outcomeName], method="nnet", maxit=5000,
                          trControl=objControl, metric = "Accuracy", preProc = c("center", "scale"))
            
## predict model used to generate the 25% of data left out of the training set
predictions <- predict(object=nnetModel_select, test[,predictorsNames], type='raw')
## calculate accuracy in model classification
accu <- postResample(pred=predictions, obs=as.factor(test[,outcomeName]))
#see how many times the prediction was right using cross-validation
table(predictions == test$index)
## predict probabilities of each model for the observe data
pred <- predict(object=nnetModel_select, t(as.data.frame(obs.sub)), type='prob')
#add results to a dataframe to hold this iteration
df[k,]<-t(c(pred,accu))
}
#show the results of the 100 neural networks
hist(df$m1)
hist(df$m2)
hist(df$m3)
hist(df$m4)

#write to disk the results of the 100 neural networks for the given replicate (i)
write.csv(df, paste0("~/Desktop/dicaeum_full_pm/rep",i,".neuralnet.model.selection.csv"), row.names=FALSE,quote=F)
}

# weights:  174
initial  value 40764.060787 
iter  10 value 4930.410551
iter  20 value 1583.179359
iter  30 value 1053.243568
iter  40 value 707.992417
iter  50 value 497.832541
iter  60 value 411.099051
iter  70 value 371.682002
iter  80 value 345.968966
iter  90 value 319.985581
iter 100 value 292.486405
iter 110 value 281.736470
iter 120 value 277.331626
iter 130 value 271.396225
iter 140 value 268.506420
iter 150 value 265.323660
iter 160 value 261.423326
iter 170 value 258.970236
iter 180 value 256.948040
iter 190 value 254.085243
iter 200 value 251.695817
iter 210 value 250.512024
iter 220 value 249.003845
iter 230 value 248.141061
iter 240 value 247.703778
iter 250 value 247.544180
iter 260 value 247.430278
iter 270 value 247.358683
iter 280 value 247.293983
iter 290 value 247.163857
iter 300 value 247.056540
iter 310 value 246.919883
iter 320 value 246.844938
iter 330 value 246.811184
iter 340 value 246.770506
iter 350 value 246.735870
iter 360 value 246.727057
iter 370 value 246.705193
iter 380 value 246.688341
iter 390 value 246.680242
iter 400 value 246.676463
iter 410 value 246.676208
final  value 246.676176 
converged
# weights:  106
initial  value 42124.428302 
iter  10 value 8239.846613
iter  20 value 2207.303442
iter  30 value 1476.201296
iter  40 value 986.799787
iter  50 value 732.059984
iter  60 value 596.995288
iter  70 value 533.364368
iter  80 value 457.658561
iter  90 value 414.853988
iter 100 value 378.913085
iter 110 value 367.317938
iter 120 value 354.860187
iter 130 value 349.788481
iter 140 value 341.175218
iter 150 value 339.652218
iter 160 value 338.858613
iter 170 value 337.869918
iter 180 value 337.516991
iter 190 value 337.316359
iter 200 value 337.012844
iter 210 value 336.982453
iter 220 value 336.962229
iter 230 value 336.945873
iter 240 value 336.923882
iter 250 value 336.909221
iter 260 value 336.904434
iter 270 value 336.903714
final  value 336.903613 
converged
# weights:  174
initial  value 42859.014532 
iter  10 value 6615.318764
iter  20 value 1085.179725
iter  30 value 744.746585
iter  40 value 560.487727
iter  50 value 439.327237
iter  60 value 394.786711
iter  70 value 356.011627
iter  80 value 321.047960
iter  90 value 303.670340
iter 100 value 290.650957
iter 110 value 281.488777
iter 120 value 271.897303
iter 130 value 265.116903
iter 140 value 262.446295
iter 150 value 259.960791
iter 160 value 257.649444
iter 170 value 256.712599
iter 180 value 255.815504
iter 190 value 253.659627
iter 200 value 251.433939
iter 210 value 250.608442
iter 220 value 250.077039
iter 230 value 249.653787
iter 240 value 249.014947
iter 250 value 248.784880
iter 260 value 248.384316
iter 270 value 246.726184
iter 280 value 245.512496
iter 290 value 244.809353
iter 300 value 244.506932
iter 310 value 243.847636
iter 320 value 243.646981
iter 330 value 243.555564
iter 340 value 243.489959
iter 350 value 243.449938
iter 360 value 243.438025
iter 370 value 243.415009
iter 380 value 243.393874
iter 390 value 243.376432
iter 400 value 243.368164
iter 410 value 243.358804
iter 420 value 243.322853
iter 430 value 243.175616
iter 440 value 242.369956
iter 450 value 242.192586
iter 460 value 242.185237
iter 470 value 242.184102
final  value 242.183869 
converged
# weights:  174
initial  value 41072.032307 
iter  10 value 6557.561929
iter  20 value 1941.783594
iter  30 value 1081.348187
iter  40 value 745.210988
iter  50 value 617.510810
iter  60 value 489.933916
iter  70 value 434.247035
iter  80 value 397.548119
iter  90 value 377.010607
iter 100 value 356.081409
iter 110 value 338.471731
iter 120 value 324.365239
iter 130 value 313.749379
iter 140 value 302.599914
iter 150 value 295.271239
iter 160 value 289.457552
iter 170 value 281.739510
iter 180 value 278.489125
iter 190 value 275.331161
iter 200 value 273.202537
iter 210 value 270.584697
iter 220 value 267.287009
iter 230 value 265.094165
iter 240 value 263.301340
iter 250 value 262.290858
iter 260 value 261.673461
iter 270 value 261.306388
iter 280 value 260.793518
iter 290 value 260.253413
iter 300 value 259.554021
iter 310 value 259.232112
iter 320 value 259.026020
iter 330 value 258.751290
iter 340 value 258.420570
iter 350 value 258.197157
iter 360 value 257.854489
iter 370 value 257.374298
iter 380 value 256.829493
iter 390 value 256.573692
iter 400 value 256.445906
iter 410 value 256.418044
iter 420 value 256.411605
iter 430 value 256.411097
final  value 256.411088 
converged
# weights:  174
initial  value 58611.300330 
iter  10 value 8701.179811
iter  20 value 1939.172906
iter  30 value 1003.715962
iter  40 value 687.120812
iter  50 value 562.050592
iter  60 value 434.838394
iter  70 value 397.524815
iter  80 value 378.580615
iter  90 value 356.917946
iter 100 value 339.802430
iter 110 value 322.927005
iter 120 value 301.832213
iter 130 value 290.028098
iter 140 value 282.881026
iter 150 value 277.662428
iter 160 value 272.515759
iter 170 value 268.712743
iter 180 value 265.770593
iter 190 value 263.231871
iter 200 value 260.727746
iter 210 value 258.608523
iter 220 value 257.513110
iter 230 value 254.514167
iter 240 value 249.822824
iter 250 value 246.048379
iter 260 value 242.862273
iter 270 value 240.598201
iter 280 value 239.491919
iter 290 value 238.827395
iter 300 value 238.691631
iter 310 value 238.497479
iter 320 value 237.830716
iter 330 value 237.690947
iter 340 value 237.678652
iter 350 value 237.677659
iter 350 value 237.677658
iter 350 value 237.677658
final  value 237.677658 
converged
# weights:  174
initial  value 44356.460164 
iter  10 value 5134.837377
iter  20 value 1837.104247
iter  30 value 1028.220091
iter  40 value 719.717737
iter  50 value 525.110012
iter  60 value 413.276988
iter  70 value 381.125254
iter  80 value 360.025420
iter  90 value 342.239503
iter 100 value 331.195036
iter 110 value 321.659492
iter 120 value 309.087855
iter 130 value 300.757784
iter 140 value 294.923285
iter 150 value 289.925925
iter 160 value 286.098193
iter 170 value 282.090612
iter 180 value 280.240787
iter 190 value 277.151419
iter 200 value 273.919904
iter 210 value 271.777523
iter 220 value 270.721451
iter 230 value 269.856831
iter 240 value 268.922672
iter 250 value 268.389197
iter 260 value 267.730938
iter 270 value 267.315762
iter 280 value 266.998726
iter 290 value 266.794444
iter 300 value 266.545765
iter 310 value 266.375518
iter 320 value 266.228844
iter 330 value 266.152798
iter 340 value 265.984212
iter 350 value 265.870335
iter 360 value 265.838065
iter 370 value 265.788658
iter 380 value 265.731535
iter 390 value 265.668382
iter 400 value 265.646652
iter 410 value 265.639178
iter 420 value 265.637248
iter 430 value 265.636468
final  value 265.636335 
converged
# weights:  174
initial  value 43012.518499 
iter  10 value 4790.384987
iter  20 value 1437.544783
iter  30 value 733.758552
iter  40 value 512.963457
iter  50 value 438.366185
iter  60 value 378.851979
iter  70 value 348.501047
iter  80 value 324.855202
iter  90 value 309.679399
iter 100 value 292.482572
iter 110 value 284.487902
iter 120 value 277.673815
iter 130 value 269.460621
iter 140 value 261.028874
iter 150 value 257.358695
iter 160 value 254.398204
iter 170 value 251.590954
iter 180 value 250.370553
iter 190 value 248.853806
iter 200 value 245.293611
iter 210 value 241.424823
iter 220 value 239.496384
iter 230 value 238.269270
iter 240 value 237.328966
iter 250 value 236.970328
iter 260 value 236.450584
iter 270 value 236.082940
iter 280 value 235.578262
iter 290 value 235.449380
iter 300 value 235.380884
iter 310 value 235.277340
iter 320 value 235.187462
iter 330 value 235.141551
iter 340 value 235.103516
iter 350 value 235.009037
iter 360 value 234.943382
iter 370 value 234.833882
iter 380 value 234.704044
iter 390 value 234.653931
iter 400 value 234.629296
iter 410 value 234.625689
iter 420 value 234.624239
iter 430 value 234.622553
iter 440 value 234.622164
final  value 234.622154 
converged
# weights:  106
initial  value 43419.205888 
iter  10 value 10923.533468
iter  20 value 3464.215587
iter  30 value 2386.742644
iter  40 value 1672.082029
iter  50 value 1150.965542
iter  60 value 717.210261
iter  70 value 519.321275
iter  80 value 444.614822
iter  90 value 416.604209
iter 100 value 385.261029
iter 110 value 345.018782
iter 120 value 322.269139
iter 130 value 304.994137
iter 140 value 299.806882
iter 150 value 295.499819
iter 160 value 291.601808
iter 170 value 289.307367
iter 180 value 287.750103
iter 190 value 286.961220
iter 200 value 286.579339
iter 210 value 286.189723
iter 220 value 285.794601
iter 230 value 285.296600
iter 240 value 283.855923
iter 250 value 282.982674
iter 260 value 282.657007
iter 270 value 282.599279
iter 280 value 282.589040
final  value 282.588758 
converged
# weights:  174
initial  value 46494.868415 
iter  10 value 6523.684053
iter  20 value 1456.917927
iter  30 value 871.633419
iter  40 value 617.793352
iter  50 value 496.047874
iter  60 value 435.913918
iter  70 value 385.495287
iter  80 value 346.572318
iter  90 value 320.921705
iter 100 value 301.403669
iter 110 value 294.538761
iter 120 value 291.005887
iter 130 value 287.108318
iter 140 value 284.660138
iter 150 value 283.290472
iter 160 value 282.275376
iter 170 value 281.232005
iter 180 value 280.658754
iter 190 value 279.586694
iter 200 value 277.419248
iter 210 value 275.630528
iter 220 value 273.887425
iter 230 value 271.803497
iter 240 value 270.402645
iter 250 value 269.450868
iter 260 value 269.049532
iter 270 value 268.579140
iter 280 value 268.325301
iter 290 value 267.978504
iter 300 value 267.692377
iter 310 value 267.426239
iter 320 value 267.106568
iter 330 value 266.931083
iter 340 value 266.730722
iter 350 value 266.533862
iter 360 value 266.330026
iter 370 value 266.042576
iter 380 value 265.587013
iter 390 value 265.335343
iter 400 value 265.159488
iter 410 value 264.402330
iter 420 value 262.521393
iter 430 value 261.812698
iter 440 value 260.709675
iter 450 value 259.513989
iter 460 value 258.702703
iter 470 value 258.636575
iter 480 value 258.628276
iter 490 value 258.627525
final  value 258.627505 
converged
# weights:  174
initial  value 43098.037605 
iter  10 value 6021.727864
iter  20 value 1388.803802
iter  30 value 634.473881
iter  40 value 465.784161
iter  50 value 409.796217
iter  60 value 366.575894
iter  70 value 347.675990
iter  80 value 331.691845
iter  90 value 318.432792
iter 100 value 312.899967
iter 110 value 309.593504
iter 120 value 305.890673
iter 130 value 301.767544
iter 140 value 296.592320
iter 150 value 288.694582
iter 160 value 284.217117
iter 170 value 279.078095
iter 180 value 275.806669
iter 190 value 273.244516
iter 200 value 270.792882
iter 210 value 268.777669
iter 220 value 267.732565
iter 230 value 266.410740
iter 240 value 264.961787
iter 250 value 262.791462
iter 260 value 261.100024
iter 270 value 260.362222
iter 280 value 259.922603
iter 290 value 259.039833
iter 300 value 258.273130
iter 310 value 257.772389
iter 320 value 257.576839
iter 330 value 257.530652
iter 340 value 257.492135
iter 350 value 257.444622
iter 360 value 257.418138
iter 370 value 257.378625
iter 380 value 257.341756
iter 390 value 257.324765
iter 400 value 257.318628
iter 410 value 257.317550
iter 420 value 257.317081
iter 430 value 257.316948
final  value 257.316934 
converged
# weights:  174
initial  value 45138.165710 
iter  10 value 11334.863024
iter  20 value 3429.608156
iter  30 value 1650.740049
iter  40 value 1172.210517
iter  50 value 881.887577
iter  60 value 711.954342
iter  70 value 587.916080
iter  80 value 481.349382
iter  90 value 390.528234
iter 100 value 355.214990
iter 110 value 340.094087
iter 120 value 332.091476
iter 130 value 324.618706
iter 140 value 310.201892
iter 150 value 283.604647
iter 160 value 263.477450
iter 170 value 255.869308
iter 180 value 251.765903
iter 190 value 248.307285
iter 200 value 244.306211
iter 210 value 242.720886
iter 220 value 242.037625
iter 230 value 241.411714
iter 240 value 240.770992
iter 250 value 239.920378
iter 260 value 239.494561
iter 270 value 239.336136
iter 280 value 238.987127
iter 290 value 238.643628
iter 300 value 238.176271
iter 310 value 238.032074
iter 320 value 237.876483
iter 330 value 237.795654
iter 340 value 237.758445
iter 350 value 237.724843
iter 360 value 237.713878
iter 370 value 237.667797
iter 380 value 237.634533
iter 390 value 237.600921
iter 400 value 237.566349
iter 410 value 237.534446
iter 420 value 237.526912
iter 430 value 237.526407
iter 430 value 237.526405
iter 430 value 237.526405
final  value 237.526405 
converged
# weights:  106
initial  value 41965.187147 
iter  10 value 8486.579958
iter  20 value 4660.281885
iter  30 value 3455.887807
iter  40 value 2378.334494
iter  50 value 1490.098332
iter  60 value 1066.307959
iter  70 value 707.108277
iter  80 value 480.411407
iter  90 value 399.896082
iter 100 value 361.385216
iter 110 value 338.884258
iter 120 value 324.197583
iter 130 value 315.244964
iter 140 value 309.337665
iter 150 value 306.339624
iter 160 value 303.311647
iter 170 value 302.211934
iter 180 value 301.517022
iter 190 value 301.078244
iter 200 value 300.840709
iter 210 value 300.501139
iter 220 value 300.041885
iter 230 value 299.241347
iter 240 value 297.781179
iter 250 value 296.811247
iter 260 value 296.297012
iter 270 value 296.137196
iter 280 value 296.126689
final  value 296.126525 
converged
# weights:  174
initial  value 48968.708906 
iter  10 value 6140.465026
iter  20 value 1821.846631
iter  30 value 890.005888
iter  40 value 640.521179
iter  50 value 514.340090
iter  60 value 432.351828
iter  70 value 394.863517
iter  80 value 347.289327
iter  90 value 316.555168
iter 100 value 295.993660
iter 110 value 279.714964
iter 120 value 264.211551
iter 130 value 256.901218
iter 140 value 251.395857
iter 150 value 248.535905
iter 160 value 245.156994
iter 170 value 241.710928
iter 180 value 240.363282
iter 190 value 239.719424
iter 200 value 238.952358
iter 210 value 237.576529
iter 220 value 235.975223
iter 230 value 235.000524
iter 240 value 233.896521
iter 250 value 232.661649
iter 260 value 231.096354
iter 270 value 230.225078
iter 280 value 229.732802
iter 290 value 228.735824
iter 300 value 227.334142
iter 310 value 226.922018
iter 320 value 226.691245
iter 330 value 226.534075
iter 340 value 226.367262
iter 350 value 226.246820
iter 360 value 226.092221
iter 370 value 225.785538
iter 380 value 225.494983
iter 390 value 225.321033
iter 400 value 225.232767
iter 410 value 225.203472
iter 420 value 225.191105
iter 430 value 225.187455
iter 440 value 225.187147
final  value 225.187139 
converged
# weights:  174
initial  value 42392.553499 
iter  10 value 6827.047198
iter  20 value 1485.396152
iter  30 value 733.619706
iter  40 value 569.638629
iter  50 value 486.448892
iter  60 value 452.045777
iter  70 value 414.458990
iter  80 value 378.050283
iter  90 value 351.710870
iter 100 value 322.348815
iter 110 value 298.752800
iter 120 value 291.814599
iter 130 value 287.198240
iter 140 value 284.968910
iter 150 value 282.885454
iter 160 value 280.414509
iter 170 value 277.201106
iter 180 value 274.048663
iter 190 value 268.892515
iter 200 value 264.477865
iter 210 value 261.562865
iter 220 value 259.083539
iter 230 value 257.341510
iter 240 value 255.296929
iter 250 value 254.051203
iter 260 value 252.641303
iter 270 value 252.069877
iter 280 value 251.951796
iter 290 value 251.781781
iter 300 value 251.614813
iter 310 value 251.424494
iter 320 value 251.195990
iter 330 value 250.925044
iter 340 value 250.696510
iter 350 value 250.611420
iter 360 value 250.566972
iter 370 value 250.410413
iter 380 value 250.289323
iter 390 value 250.228155
iter 400 value 250.210884
iter 410 value 250.206816
iter 420 value 250.205702
final  value 250.205639 
converged
# weights:  106
initial  value 41816.672175 
iter  10 value 13237.499188
iter  20 value 6566.618262
iter  30 value 3487.562133
iter  40 value 2054.827483
iter  50 value 1055.918954
iter  60 value 655.256818
iter  70 value 522.385204
iter  80 value 421.881100
iter  90 value 366.891687
iter 100 value 335.402229
iter 110 value 321.426422
iter 120 value 316.005285
iter 130 value 314.254244
iter 140 value 312.588465
iter 150 value 309.662848
iter 160 value 306.060090
iter 170 value 301.607807
iter 180 value 300.563137
iter 190 value 300.307381
iter 200 value 300.159738
iter 210 value 299.602085
iter 220 value 299.410193
iter 230 value 299.350408
iter 240 value 299.290198
iter 250 value 299.243742
iter 260 value 299.226490
iter 270 value 299.225207
final  value 299.225068 
converged
# weights:  174
initial  value 43751.998500 
iter  10 value 6403.036398
iter  20 value 872.310594
iter  30 value 653.219727
iter  40 value 456.766062
iter  50 value 371.380145
iter  60 value 319.707228
iter  70 value 300.493820
iter  80 value 289.651263
iter  90 value 278.358836
iter 100 value 272.029304
iter 110 value 266.809842
iter 120 value 263.649088
iter 130 value 261.947144
iter 140 value 261.022854
iter 150 value 260.652383
iter 160 value 259.931771
iter 170 value 258.470859
iter 180 value 257.174089
iter 190 value 256.346390
iter 200 value 256.068638
iter 210 value 255.936352
iter 220 value 255.740193
iter 230 value 255.625059
iter 240 value 255.559885
iter 250 value 255.484317
iter 260 value 255.256390
iter 270 value 255.174164
iter 280 value 254.789918
iter 290 value 254.026383
iter 300 value 253.694741
iter 310 value 253.603120
iter 320 value 253.189387
iter 330 value 252.034097
iter 340 value 251.082869
iter 350 value 250.668017
iter 360 value 250.528448
iter 370 value 250.315313
iter 380 value 250.042819
iter 390 value 249.908907
iter 400 value 249.869231
iter 410 value 249.862842
iter 420 value 249.861137
final  value 249.860917 
converged
# weights:  106
initial  value 39792.991351 
iter  10 value 10751.471859
iter  20 value 2536.562035
iter  30 value 1820.771850
iter  40 value 1328.255247
iter  50 value 865.067527
iter  60 value 645.285418
iter  70 value 541.825309
iter  80 value 422.022065
iter  90 value 367.587146
iter 100 value 352.966199
iter 110 value 340.224704
iter 120 value 318.897617
iter 130 value 299.149617
iter 140 value 294.994642
iter 150 value 292.356726
iter 160 value 291.643860
iter 170 value 291.067572
iter 180 value 290.573247
iter 190 value 289.924450
iter 200 value 288.758740
iter 210 value 287.576905
iter 220 value 287.482301
iter 230 value 287.386589
iter 240 value 287.297301
iter 250 value 287.222568
iter 260 value 287.190023
iter 270 value 287.182114
final  value 287.181516 
converged
# weights:  174
initial  value 40344.210436 
iter  10 value 6004.234741
iter  20 value 1033.432806
iter  30 value 661.778978
iter  40 value 482.829601
iter  50 value 402.865248
iter  60 value 351.301279
iter  70 value 336.302208
iter  80 value 324.557284
iter  90 value 317.548472
iter 100 value 311.048093
iter 110 value 307.851367
iter 120 value 304.382922
iter 130 value 298.601751
iter 140 value 293.546196
iter 150 value 290.784892
iter 160 value 286.506628
iter 170 value 282.962073
iter 180 value 279.271500
iter 190 value 276.945722
iter 200 value 274.617029
iter 210 value 271.861051
iter 220 value 270.262606
iter 230 value 267.001127
iter 240 value 264.278441
iter 250 value 262.556645
iter 260 value 262.041474
iter 270 value 261.340453
iter 280 value 260.139032
iter 290 value 259.035978
iter 300 value 258.316661
iter 310 value 257.675998
iter 320 value 256.296230
iter 330 value 254.487247
iter 340 value 253.581564
iter 350 value 253.277761
iter 360 value 253.135813
iter 370 value 252.791916
iter 380 value 252.430570
iter 390 value 252.152386
iter 400 value 252.004474
iter 410 value 251.875492
iter 420 value 251.771239
iter 430 value 251.757546
iter 440 value 251.755616
final  value 251.755564 
converged
# weights:  174
initial  value 43708.916112 
iter  10 value 6311.514125
iter  20 value 2083.091740
iter  30 value 1427.988523
iter  40 value 997.125759
iter  50 value 683.198378
iter  60 value 527.940251
iter  70 value 455.920149
iter  80 value 397.847721
iter  90 value 364.338458
iter 100 value 344.367438
iter 110 value 330.441100
iter 120 value 313.002103
iter 130 value 302.405624
iter 140 value 292.303917
iter 150 value 285.600597
iter 160 value 278.405884
iter 170 value 271.805348
iter 180 value 268.121156
iter 190 value 260.877472
iter 200 value 251.279778
iter 210 value 248.496153
iter 220 value 246.548360
iter 230 value 244.978562
iter 240 value 243.920399
iter 250 value 242.806939
iter 260 value 242.103121
iter 270 value 241.879736
iter 280 value 241.796957
iter 290 value 241.631505
iter 300 value 241.440045
iter 310 value 241.152645
iter 320 value 241.058463
iter 330 value 240.980689
iter 340 value 240.833105
iter 350 value 240.775838
iter 360 value 240.739769
iter 370 value 240.694303
iter 380 value 240.653327
iter 390 value 240.628247
iter 400 value 240.614244
iter 410 value 240.610222
iter 420 value 240.609494
final  value 240.609448 
converged
# weights:  106
initial  value 43253.999347 
iter  10 value 13655.104588
iter  20 value 6332.777253
iter  30 value 4749.107305
iter  40 value 3080.098217
iter  50 value 1796.497621
iter  60 value 1284.292974
iter  70 value 1067.218635
iter  80 value 812.539435
iter  90 value 646.343296
iter 100 value 505.452392
iter 110 value 431.422876
iter 120 value 391.138148
iter 130 value 378.395940
iter 140 value 358.673431
iter 150 value 344.428298
iter 160 value 332.358287
iter 170 value 327.917086
iter 180 value 322.820375
iter 190 value 319.526056
iter 200 value 318.090430
iter 210 value 316.166275
iter 220 value 315.327702
iter 230 value 314.515969
iter 240 value 313.070170
iter 250 value 311.746836
iter 260 value 311.314656
iter 270 value 311.243657
iter 280 value 311.238529
final  value 311.238463 
converged
# weights:  174
initial  value 39632.820674 
iter  10 value 4299.614519
iter  20 value 1150.425563
iter  30 value 628.693269
iter  40 value 436.862549
iter  50 value 373.034270
iter  60 value 326.144286
iter  70 value 310.089925
iter  80 value 292.764369
iter  90 value 286.228027
iter 100 value 279.370823
iter 110 value 274.684892
iter 120 value 269.157509
iter 130 value 266.677656
iter 140 value 264.909539
iter 150 value 263.492009
iter 160 value 261.865764
iter 170 value 260.911323
iter 180 value 259.673401
iter 190 value 258.983740
iter 200 value 258.562674
iter 210 value 258.211572
iter 220 value 258.046225
iter 230 value 257.959310
iter 240 value 257.904678
iter 250 value 257.878099
iter 260 value 257.861846
iter 270 value 257.846802
iter 280 value 257.792704
iter 290 value 257.729029
iter 300 value 257.695142
iter 310 value 257.678234
iter 320 value 257.652226
iter 330 value 257.636618
iter 340 value 257.591333
iter 350 value 257.582440
iter 360 value 257.581050
iter 370 value 257.578416
iter 380 value 257.575832
iter 390 value 257.574086
final  value 257.573764 
converged
# weights:  174
initial  value 39936.594489 
iter  10 value 6574.264068
iter  20 value 2214.306850
iter  30 value 1113.574258
iter  40 value 729.476240
iter  50 value 615.136421
iter  60 value 513.280240
iter  70 value 465.244623
iter  80 value 426.824717
iter  90 value 401.382520
iter 100 value 370.077773
iter 110 value 335.730218
iter 120 value 309.079251
iter 130 value 296.820171
iter 140 value 290.665223
iter 150 value 285.280326
iter 160 value 278.068089
iter 170 value 274.487837
iter 180 value 270.942881
iter 190 value 268.171760
iter 200 value 263.939136
iter 210 value 259.826732
iter 220 value 256.690940
iter 230 value 254.912250
iter 240 value 253.530169
iter 250 value 252.233760
iter 260 value 251.250148
iter 270 value 250.314588
iter 280 value 249.244065
iter 290 value 248.053843
iter 300 value 247.201258
iter 310 value 246.827769
iter 320 value 246.624738
iter 330 value 246.543398
iter 340 value 246.444224
iter 350 value 246.347622
iter 360 value 246.282076
iter 370 value 246.153885
iter 380 value 246.005095
iter 390 value 245.889153
iter 400 value 245.857449
iter 410 value 245.847050
iter 420 value 245.844866
final  value 245.844758 
converged
# weights:  106
initial  value 44429.608703 
iter  10 value 9052.853733
iter  20 value 1545.178149
iter  30 value 936.756187
iter  40 value 713.326241
iter  50 value 572.359349
iter  60 value 486.657311
iter  70 value 442.703363
iter  80 value 404.413090
iter  90 value 375.518034
iter 100 value 362.864700
iter 110 value 351.582015
iter 120 value 345.815609
iter 130 value 342.878791
iter 140 value 341.437514
iter 150 value 338.991356
iter 160 value 335.653220
iter 170 value 334.945679
iter 180 value 334.837953
iter 190 value 334.611002
iter 200 value 334.554448
iter 210 value 334.376840
iter 220 value 334.371210
iter 230 value 334.369975
iter 240 value 334.367509
iter 250 value 334.365991
iter 260 value 334.365402
final  value 334.365264 
converged
# weights:  174
initial  value 39357.536181 
iter  10 value 6504.903947
iter  20 value 1259.654155
iter  30 value 750.090665
iter  40 value 548.803317
iter  50 value 436.393495
iter  60 value 371.127839
iter  70 value 338.794070
iter  80 value 318.046714
iter  90 value 304.299139
iter 100 value 292.792941
iter 110 value 286.431218
iter 120 value 280.637786
iter 130 value 276.765093
iter 140 value 273.437012
iter 150 value 269.946912
iter 160 value 267.290778
iter 170 value 265.912633
iter 180 value 263.902556
iter 190 value 262.823217
iter 200 value 262.122804
iter 210 value 259.775575
iter 220 value 257.176238
iter 230 value 255.228599
iter 240 value 251.776444
iter 250 value 249.318731
iter 260 value 248.246880
iter 270 value 247.869429
iter 280 value 247.652799
iter 290 value 247.384211
iter 300 value 247.275972
iter 310 value 247.224367
iter 320 value 247.044514
iter 330 value 246.849648
iter 340 value 246.493444
iter 350 value 246.447301
iter 360 value 246.422796
iter 370 value 246.331951
iter 380 value 246.254952
iter 390 value 246.217933
iter 400 value 246.208081
iter 410 value 246.204143
iter 420 value 246.203099
final  value 246.203042 
converged
# weights:  174
initial  value 45881.176093 
iter  10 value 6918.638295
iter  20 value 2513.173993
iter  30 value 1251.241178
iter  40 value 812.187424
iter  50 value 647.323562
iter  60 value 537.580872
iter  70 value 484.498736
iter  80 value 444.557438
iter  90 value 399.732439
iter 100 value 367.023966
iter 110 value 331.329814
iter 120 value 313.193053
iter 130 value 303.120653
iter 140 value 295.452940
iter 150 value 291.907732
iter 160 value 288.018461
iter 170 value 282.221244
iter 180 value 277.683628
iter 190 value 274.964636
iter 200 value 274.099158
iter 210 value 272.893636
iter 220 value 272.279739
iter 230 value 271.760357
iter 240 value 270.316870
iter 250 value 268.372629
iter 260 value 267.229345
iter 270 value 265.819056
iter 280 value 264.972660
iter 290 value 264.279623
iter 300 value 263.776301
iter 310 value 263.057742
iter 320 value 262.942850
iter 330 value 262.848853
iter 340 value 262.709733
iter 350 value 262.485016
iter 360 value 262.361307
iter 370 value 262.195265
iter 380 value 261.992882
iter 390 value 261.883096
iter 400 value 261.790810
iter 410 value 261.747931
iter 420 value 261.732796
iter 430 value 261.730314
final  value 261.730183 
converged
# weights:  174
initial  value 48793.589790 
iter  10 value 5711.282589
iter  20 value 1402.512550
iter  30 value 841.005039
iter  40 value 556.603901
iter  50 value 465.203933
iter  60 value 408.090417
iter  70 value 387.217847
iter  80 value 369.131772
iter  90 value 345.570426
iter 100 value 334.116712
iter 110 value 323.851111
iter 120 value 312.953713
iter 130 value 308.121122
iter 140 value 301.631264
iter 150 value 296.693530
iter 160 value 289.608917
iter 170 value 278.234697
iter 180 value 266.253892
iter 190 value 262.551467
iter 200 value 260.130092
iter 210 value 258.514536
iter 220 value 257.006067
iter 230 value 255.756382
iter 240 value 255.183598
iter 250 value 254.418567
iter 260 value 253.665689
iter 270 value 252.911723
iter 280 value 252.075498
iter 290 value 251.366139
iter 300 value 250.980458
iter 310 value 250.672872
iter 320 value 250.215783
iter 330 value 249.953922
iter 340 value 249.898527
iter 350 value 249.815569
iter 360 value 249.605199
iter 370 value 249.376341
iter 380 value 249.089293
iter 390 value 248.958483
iter 400 value 248.885212
iter 410 value 248.869177
iter 420 value 248.862518
iter 430 value 248.860741
final  value 248.860530 
converged
# weights:  106
initial  value 38282.796819 
iter  10 value 10176.766351
iter  20 value 4849.279940
iter  30 value 3398.773431
iter  40 value 2537.580803
iter  50 value 1878.562034
iter  60 value 1247.281920
iter  70 value 688.701572
iter  80 value 475.640063
iter  90 value 385.273107
iter 100 value 351.040521
iter 110 value 329.231565
iter 120 value 312.689619
iter 130 value 298.183606
iter 140 value 296.194144
iter 150 value 294.554702
iter 160 value 293.153117
iter 170 value 290.315686
iter 180 value 287.753914
iter 190 value 284.876127
iter 200 value 283.169455
iter 210 value 281.766999
iter 220 value 280.706825
iter 230 value 279.877043
iter 240 value 279.431075
iter 250 value 279.152863
iter 260 value 279.103332
iter 260 value 279.103331
iter 270 value 279.102753
iter 280 value 279.102278
iter 290 value 279.101535
iter 300 value 279.101219
iter 310 value 279.100696
final  value 279.100584 
converged
# weights:  174
initial  value 41285.471948 
iter  10 value 5481.587813
iter  20 value 2172.512647
iter  30 value 898.932700
iter  40 value 560.360421
iter  50 value 443.482654
iter  60 value 370.077160
iter  70 value 339.245375
iter  80 value 318.976300
iter  90 value 303.938576
iter 100 value 292.357167
iter 110 value 286.330633
iter 120 value 280.829085
iter 130 value 276.678655
iter 140 value 274.287769
iter 150 value 272.862864
iter 160 value 271.886600
iter 170 value 270.861359
iter 180 value 269.522831
iter 190 value 267.683794
iter 200 value 265.629345
iter 210 value 263.571225
iter 220 value 260.539262
iter 230 value 258.372226
iter 240 value 257.082696
iter 250 value 256.084302
iter 260 value 255.569913
iter 270 value 254.816889
iter 280 value 252.923907
iter 290 value 250.176624
iter 300 value 248.063840
iter 310 value 246.876883
iter 320 value 245.988586
iter 330 value 245.552266
iter 340 value 245.248244
iter 350 value 244.942314
iter 360 value 244.605970
iter 370 value 244.124578
iter 380 value 243.680717
iter 390 value 243.226911
iter 400 value 242.980040
iter 410 value 242.846490
iter 420 value 242.750749
iter 430 value 242.654293
iter 440 value 242.211698
iter 450 value 241.667527
iter 460 value 241.209673
iter 470 value 240.943048
iter 480 value 240.618463
iter 490 value 240.460948
iter 500 value 240.436716
iter 510 value 240.435787
final  value 240.435768 
converged
# weights:  174
initial  value 45473.095657 
iter  10 value 5918.018441
iter  20 value 2075.344447
iter  30 value 1239.380402
iter  40 value 811.475041
iter  50 value 639.935283
iter  60 value 520.229993
iter  70 value 448.469829
iter  80 value 406.504686
iter  90 value 375.538160
iter 100 value 348.838377
iter 110 value 321.613132
iter 120 value 308.356818
iter 130 value 294.768144
iter 140 value 284.605230
iter 150 value 279.183679
iter 160 value 274.161233
iter 170 value 272.206856
iter 180 value 270.853861
iter 190 value 268.746257
iter 200 value 266.671267
iter 210 value 264.286499
iter 220 value 259.536367
iter 230 value 257.183823
iter 240 value 254.589109
iter 250 value 252.409106
iter 260 value 250.605312
iter 270 value 250.052037
iter 280 value 249.396549
iter 290 value 248.965276
iter 300 value 248.689583
iter 310 value 248.410856
iter 320 value 247.809480
iter 330 value 246.946064
iter 340 value 246.674402
iter 350 value 246.616705
iter 360 value 246.550738
iter 370 value 246.441461
iter 380 value 246.347124
iter 390 value 246.284086
iter 400 value 246.262178
iter 410 value 246.257930
iter 420 value 246.256508
iter 430 value 246.256179
iter 440 value 246.256133
final  value 246.256121 
converged
# weights:  174
initial  value 45866.175304 
iter  10 value 7109.856792
iter  20 value 1757.554213
iter  30 value 1127.901974
iter  40 value 702.020984
iter  50 value 545.549402
iter  60 value 462.720880
iter  70 value 422.777615
iter  80 value 389.712271
iter  90 value 352.676095
iter 100 value 326.224586
iter 110 value 306.416019
iter 120 value 298.678453
iter 130 value 294.283814
iter 140 value 291.447067
iter 150 value 288.743329
iter 160 value 286.621184
iter 170 value 283.646209
iter 180 value 280.511184
iter 190 value 278.456481
iter 200 value 277.155149
iter 210 value 275.843484
iter 220 value 274.407262
iter 230 value 273.476218
iter 240 value 271.867739
iter 250 value 270.239044
iter 260 value 269.417699
iter 270 value 268.301355
iter 280 value 267.685853
iter 290 value 266.955613
iter 300 value 266.272190
iter 310 value 265.626109
iter 320 value 265.172736
iter 330 value 264.702718
iter 340 value 264.519614
iter 350 value 264.271099
iter 360 value 264.043055
iter 370 value 263.647867
iter 380 value 263.207106
iter 390 value 262.916590
iter 400 value 262.660008
iter 410 value 262.471364
iter 420 value 262.422812
iter 430 value 262.337804
iter 440 value 261.126889
iter 450 value 259.733174
iter 460 value 259.347686
iter 470 value 259.286087
iter 480 value 259.278499
iter 490 value 259.277611
final  value 259.277595 
converged
# weights:  106
initial  value 42036.492650 
iter  10 value 4407.154593
iter  20 value 1574.971631
iter  30 value 1075.219822
iter  40 value 771.033142
iter  50 value 578.645755
iter  60 value 448.357513
iter  70 value 375.910402
iter  80 value 354.118428
iter  90 value 342.080453
iter 100 value 333.020672
iter 110 value 324.339347
iter 120 value 319.430054
iter 130 value 314.573651
iter 140 value 309.457913
iter 150 value 307.358497
iter 160 value 305.700747
iter 170 value 304.632397
iter 180 value 303.902500
iter 190 value 303.306054
iter 200 value 303.028630
iter 210 value 302.086958
iter 220 value 301.863812
iter 230 value 301.613005
iter 240 value 301.221132
iter 250 value 300.886688
iter 260 value 300.304124
iter 270 value 299.760785
iter 280 value 299.707118
iter 290 value 299.706290
final  value 299.706286 
converged
# weights:  106
initial  value 44345.709203 
iter  10 value 8575.675847
iter  20 value 2695.444041
iter  30 value 1717.326982
iter  40 value 1096.531225
iter  50 value 790.491509
iter  60 value 594.977349
iter  70 value 515.314787
iter  80 value 445.654515
iter  90 value 396.533339
iter 100 value 380.897230
iter 110 value 367.080014
iter 120 value 356.439204
iter 130 value 346.079056
iter 140 value 333.047082
iter 150 value 312.926783
iter 160 value 308.063887
iter 170 value 304.741895
iter 180 value 301.428956
iter 190 value 296.115404
iter 200 value 290.879666
iter 210 value 288.693598
iter 220 value 288.050465
iter 230 value 287.799836
iter 240 value 287.385292
iter 250 value 287.082469
iter 260 value 286.942689
iter 270 value 286.651345
iter 280 value 286.594729
final  value 286.594486 
converged
# weights:  106
initial  value 39108.439215 
iter  10 value 9734.939267
iter  20 value 3151.811589
iter  30 value 1694.424786
iter  40 value 1220.292176
iter  50 value 902.351883
iter  60 value 789.521392
iter  70 value 685.043754
iter  80 value 616.159963
iter  90 value 572.229293
iter 100 value 505.650164
iter 110 value 448.955146
iter 120 value 409.905158
iter 130 value 392.461790
iter 140 value 374.642774
iter 150 value 345.453362
iter 160 value 326.802617
iter 170 value 316.646616
iter 180 value 314.180207
iter 190 value 308.264636
iter 200 value 303.543816
iter 210 value 302.151083
iter 220 value 300.064342
iter 230 value 295.192064
iter 240 value 284.969331
iter 250 value 278.759041
iter 260 value 276.318139
iter 270 value 276.083115
iter 280 value 276.044004
final  value 276.043175 
converged
# weights:  174
initial  value 42119.606241 
iter  10 value 5402.379352
iter  20 value 1172.380834
iter  30 value 655.488318
iter  40 value 491.191566
iter  50 value 418.845886
iter  60 value 361.789181
iter  70 value 341.281140
iter  80 value 316.410920
iter  90 value 300.079605
iter 100 value 293.871811
iter 110 value 287.538333
iter 120 value 282.924213
iter 130 value 280.197840
iter 140 value 272.072930
iter 150 value 266.405955
iter 160 value 261.365625
iter 170 value 257.179534
iter 180 value 255.547010
iter 190 value 252.886425
iter 200 value 248.571755
iter 210 value 246.704041
iter 220 value 244.886632
iter 230 value 243.593093
iter 240 value 241.814090
iter 250 value 239.846702
iter 260 value 237.748344
iter 270 value 235.176223
iter 280 value 234.003290
iter 290 value 233.602065
iter 300 value 233.415030
iter 310 value 233.149533
iter 320 value 232.724829
iter 330 value 232.345512
iter 340 value 232.157423
iter 350 value 232.067789
iter 360 value 231.948502
iter 370 value 231.570425
iter 380 value 231.249150
iter 390 value 231.027797
iter 400 value 230.964354
iter 410 value 230.918973
iter 420 value 230.631609
iter 430 value 228.666532
iter 440 value 227.624825
iter 450 value 227.330168
iter 460 value 227.300099
iter 470 value 227.297374
final  value 227.297224 
converged
# weights:  106
initial  value 36988.194509 
iter  10 value 6632.888393
iter  20 value 2478.980351
iter  30 value 1689.037967
iter  40 value 1120.951358
iter  50 value 753.782988
iter  60 value 502.145605
iter  70 value 425.806804
iter  80 value 393.759665
iter  90 value 382.202759
iter 100 value 371.984614
iter 110 value 368.298983
iter 120 value 366.164310
iter 130 value 362.605558
iter 140 value 357.507045
iter 150 value 338.587413
iter 160 value 324.255015
iter 170 value 314.299000
iter 180 value 310.782098
iter 190 value 307.794570
iter 200 value 304.135138
iter 210 value 302.564934
iter 220 value 300.258387
iter 230 value 296.543581
iter 240 value 292.083411
iter 250 value 288.514662
iter 260 value 286.311255
iter 270 value 285.661621
iter 280 value 285.374879
iter 290 value 285.369739
final  value 285.369716 
converged
# weights:  106
initial  value 43044.648758 
iter  10 value 10574.240878
iter  20 value 4555.141906
iter  30 value 2229.925888
iter  40 value 1477.477312
iter  50 value 1185.908817
iter  60 value 934.076803
iter  70 value 796.139900
iter  80 value 671.284459
iter  90 value 557.338184
iter 100 value 485.604866
iter 110 value 440.966894
iter 120 value 417.564632
iter 130 value 394.192844
iter 140 value 380.089128
iter 150 value 346.493299
iter 160 value 327.323487
iter 170 value 319.231541
iter 180 value 317.539154
iter 190 value 310.733167
iter 200 value 303.484315
iter 210 value 296.517907
iter 220 value 295.257342
iter 230 value 294.261778
iter 240 value 292.782335
iter 250 value 291.553948
iter 260 value 291.163908
iter 270 value 291.124464
iter 280 value 291.120671
final  value 291.120638 
converged
# weights:  174
initial  value 42039.796178 
iter  10 value 5770.704264
iter  20 value 2179.908792
iter  30 value 1060.259717
iter  40 value 688.588951
iter  50 value 517.727433
iter  60 value 430.048991
iter  70 value 385.923624
iter  80 value 366.988303
iter  90 value 354.914165
iter 100 value 345.135542
iter 110 value 339.021395
iter 120 value 333.221807
iter 130 value 324.834138
iter 140 value 317.777333
iter 150 value 307.067137
iter 160 value 295.858198
iter 170 value 289.096072
iter 180 value 282.869104
iter 190 value 279.288358
iter 200 value 276.650310
iter 210 value 274.847233
iter 220 value 273.312338
iter 230 value 272.307819
iter 240 value 270.821492
iter 250 value 269.258846
iter 260 value 267.303686
iter 270 value 266.640644
iter 280 value 265.910326
iter 290 value 264.454044
iter 300 value 262.114819
iter 310 value 259.934910
iter 320 value 258.725672
iter 330 value 257.558304
iter 340 value 256.893071
iter 350 value 256.365819
iter 360 value 256.081005
iter 370 value 255.276806
iter 380 value 254.403074
iter 390 value 253.997520
iter 400 value 253.779883
iter 410 value 253.660160
iter 420 value 253.592578
iter 430 value 253.547489
iter 440 value 253.537436
iter 450 value 253.536306
final  value 253.536296 
converged
# weights:  174
initial  value 42160.021151 
iter  10 value 4559.313269
iter  20 value 1283.066036
iter  30 value 816.359283
iter  40 value 531.468419
iter  50 value 420.973807
iter  60 value 348.831960
iter  70 value 326.593642
iter  80 value 312.450075
iter  90 value 299.795869
iter 100 value 292.011271
iter 110 value 284.532366
iter 120 value 278.913414
iter 130 value 272.895025
iter 140 value 266.898167
iter 150 value 262.925411
iter 160 value 258.736500
iter 170 value 256.530999
iter 180 value 253.670347
iter 190 value 251.450864
iter 200 value 249.410593
iter 210 value 247.345837
iter 220 value 245.170762
iter 230 value 243.809135
iter 240 value 242.524138
iter 250 value 241.783987
iter 260 value 240.967892
iter 270 value 240.277538
iter 280 value 239.986645
iter 290 value 239.543427
iter 300 value 239.228773
iter 310 value 239.009194
iter 320 value 238.842385
iter 330 value 238.779482
iter 340 value 238.709525
iter 350 value 238.569559
iter 360 value 238.557369
iter 370 value 238.539973
iter 380 value 238.518629
iter 390 value 238.506114
iter 400 value 238.500727
iter 410 value 238.499774
iter 420 value 238.499476
iter 430 value 238.499318
final  value 238.499294 
converged
# weights:  106
initial  value 39631.844477 
iter  10 value 7952.602556
iter  20 value 3380.353540
iter  30 value 1895.591922
iter  40 value 1329.608134
iter  50 value 979.051993
iter  60 value 672.370073
iter  70 value 509.400964
iter  80 value 451.044690
iter  90 value 425.626260
iter 100 value 393.561834
iter 110 value 362.057027
iter 120 value 342.514320
iter 130 value 320.029740
iter 140 value 311.644652
iter 150 value 309.770543
iter 160 value 308.422615
iter 170 value 305.513578
iter 180 value 302.731226
iter 190 value 300.618281
iter 200 value 298.202723
iter 210 value 296.408184
iter 220 value 295.740277
iter 230 value 295.411775
iter 240 value 295.058581
iter 250 value 294.861096
iter 260 value 294.789740
iter 270 value 294.782330
final  value 294.781678 
converged
# weights:  106
initial  value 40280.682300 
iter  10 value 9992.653423
iter  20 value 3159.925216
iter  30 value 2193.018239
iter  40 value 1589.507379
iter  50 value 1122.331270
iter  60 value 888.048170
iter  70 value 702.890183
iter  80 value 606.550535
iter  90 value 519.791027
iter 100 value 460.844879
iter 110 value 438.268484
iter 120 value 420.603027
iter 130 value 411.509122
iter 140 value 384.829304
iter 150 value 350.274925
iter 160 value 335.913201
iter 170 value 326.488026
iter 180 value 322.513326
iter 190 value 318.037658
iter 200 value 315.792242
iter 210 value 314.366586
iter 220 value 313.643202
iter 230 value 313.019598
iter 240 value 312.191591
iter 250 value 311.677026
iter 260 value 311.425379
iter 270 value 311.397191
iter 280 value 311.394007
final  value 311.393913 
converged
# weights:  174
initial  value 43275.827866 
iter  10 value 7574.548051
iter  20 value 1670.539679
iter  30 value 881.519149
iter  40 value 624.697524
iter  50 value 518.722827
iter  60 value 420.490296
iter  70 value 389.426323
iter  80 value 369.049964
iter  90 value 353.270939
iter 100 value 337.125870
iter 110 value 326.801938
iter 120 value 321.279429
iter 130 value 315.320493
iter 140 value 308.389604
iter 150 value 291.896565
iter 160 value 283.278409
iter 170 value 275.953832
iter 180 value 269.024827
iter 190 value 265.073775
iter 200 value 261.432755
iter 210 value 258.495978
iter 220 value 256.049085
iter 230 value 254.844886
iter 240 value 254.299293
iter 250 value 253.782745
iter 260 value 253.306073
iter 270 value 252.993569
iter 280 value 252.581246
iter 290 value 252.150120
iter 300 value 251.785085
iter 310 value 251.597343
iter 320 value 251.378684
iter 330 value 251.166120
iter 340 value 250.914351
iter 350 value 250.748825
iter 360 value 250.635860
iter 370 value 250.444895
iter 380 value 250.261647
iter 390 value 250.159179
iter 400 value 250.128087
iter 410 value 250.121807
final  value 250.121321 
converged
# weights:  174
initial  value 38481.641263 
iter  10 value 4833.554039
iter  20 value 1785.421875
iter  30 value 934.539890
iter  40 value 581.891626
iter  50 value 494.892987
iter  60 value 409.632772
iter  70 value 359.152084
iter  80 value 329.225440
iter  90 value 312.524468
iter 100 value 298.221170
iter 110 value 288.766933
iter 120 value 280.719200
iter 130 value 274.735881
iter 140 value 270.062515
iter 150 value 265.266918
iter 160 value 261.214176
iter 170 value 258.195011
iter 180 value 256.831208
iter 190 value 256.147457
iter 200 value 255.749240
iter 210 value 255.402840
iter 220 value 254.937093
iter 230 value 254.602169
iter 240 value 254.174485
iter 250 value 253.524227
iter 260 value 252.315578
iter 270 value 251.558945
iter 280 value 250.517788
iter 290 value 249.435255
iter 300 value 248.054327
iter 310 value 247.544433
iter 320 value 247.155744
iter 330 value 246.820289
iter 340 value 246.659384
iter 350 value 246.479849
iter 360 value 246.271739
iter 370 value 245.857442
iter 380 value 245.255793
iter 390 value 244.865275
iter 400 value 244.582448
iter 410 value 244.415800
iter 420 value 244.359659
iter 430 value 244.354235
final  value 244.354038 
converged
# weights:  106
initial  value 46849.030446 
iter  10 value 9765.732470
iter  20 value 5306.776817
iter  30 value 3192.705792
iter  40 value 2030.494797
iter  50 value 1426.838102
iter  60 value 1180.292912
iter  70 value 850.198873
iter  80 value 633.842473
iter  90 value 577.060052
iter 100 value 537.228731
iter 110 value 483.162273
iter 120 value 456.265383
iter 130 value 416.711789
iter 140 value 380.007101
iter 150 value 358.730648
iter 160 value 351.973492
iter 170 value 349.609994
iter 180 value 344.553350
iter 190 value 340.265977
iter 200 value 337.714092
iter 210 value 336.468010
iter 220 value 335.837098
iter 230 value 334.836334
iter 240 value 333.572013
iter 250 value 332.922747
iter 260 value 332.628068
iter 270 value 332.559006
iter 280 value 332.544608
final  value 332.544420 
converged
# weights:  106
initial  value 40890.270274 
iter  10 value 7339.294822
iter  20 value 2000.318404
iter  30 value 1171.857140
iter  40 value 715.085029
iter  50 value 556.514596
iter  60 value 428.343976
iter  70 value 371.332575
iter  80 value 343.211259
iter  90 value 323.370252
iter 100 value 317.684883
iter 110 value 308.938738
iter 120 value 303.353222
iter 130 value 300.585842
iter 140 value 298.186874
iter 150 value 294.305399
iter 160 value 291.965533
iter 170 value 290.193579
iter 180 value 288.290460
iter 190 value 286.206270
iter 200 value 285.483021
iter 210 value 283.647875
iter 220 value 282.288287
iter 230 value 280.885665
iter 240 value 279.573452
iter 250 value 278.335794
iter 260 value 277.834759
iter 270 value 277.710356
iter 280 value 277.699270
final  value 277.698878 
converged
# weights:  106
initial  value 40427.109219 
iter  10 value 9620.900852
iter  20 value 2751.686205
iter  30 value 2039.129522
iter  40 value 1523.962968
iter  50 value 1124.605850
iter  60 value 929.727831
iter  70 value 756.755161
iter  80 value 638.475441
iter  90 value 566.528011
iter 100 value 521.543507
iter 110 value 495.467409
iter 120 value 460.021613
iter 130 value 442.080295
iter 140 value 430.195720
iter 150 value 416.042979
iter 160 value 403.914773
iter 170 value 392.530836
iter 180 value 372.221884
iter 190 value 363.291505
iter 200 value 350.796192
iter 210 value 323.058655
iter 220 value 317.363940
iter 230 value 313.566398
iter 240 value 306.984349
iter 250 value 304.187089
iter 260 value 302.511101
iter 270 value 302.251935
iter 280 value 302.207541
iter 290 value 302.205339
final  value 302.205324 
converged
# weights:  174
initial  value 41502.999960 
iter  10 value 5615.075897
iter  20 value 1050.300013
iter  30 value 686.384044
iter  40 value 492.863509
iter  50 value 414.333014
iter  60 value 371.246116
iter  70 value 351.272781
iter  80 value 332.111541
iter  90 value 304.936267
iter 100 value 278.688337
iter 110 value 269.091773
iter 120 value 262.591217
iter 130 value 258.646833
iter 140 value 256.779123
iter 150 value 255.598497
iter 160 value 253.598476
iter 170 value 252.143921
iter 180 value 250.340953
iter 190 value 249.182585
iter 200 value 248.718728
iter 210 value 248.417304
iter 220 value 247.836431
iter 230 value 247.559969
iter 240 value 247.205942
iter 250 value 246.923999
iter 260 value 246.463954
iter 270 value 246.322896
iter 280 value 246.199646
iter 290 value 246.161273
iter 300 value 246.124610
iter 310 value 246.012432
iter 320 value 245.769725
iter 330 value 244.872548
iter 340 value 244.111755
iter 350 value 243.997877
iter 360 value 243.922049
iter 370 value 243.673719
iter 380 value 243.474899
iter 390 value 243.366953
iter 400 value 243.337270
iter 410 value 243.323094
iter 420 value 243.310285
iter 430 value 243.308683
final  value 243.308628 
converged
# weights:  174
initial  value 39935.066506 
iter  10 value 5678.835845
iter  20 value 961.741573
iter  30 value 628.495825
iter  40 value 461.543193
iter  50 value 390.558417
iter  60 value 354.080795
iter  70 value 342.096541
iter  80 value 321.083418
iter  90 value 308.719672
iter 100 value 297.832659
iter 110 value 282.647639
iter 120 value 269.259018
iter 130 value 264.610746
iter 140 value 262.142595
iter 150 value 260.176611
iter 160 value 258.754256
iter 170 value 258.103419
iter 180 value 257.537771
iter 190 value 256.386436
iter 200 value 255.459500
iter 210 value 253.868057
iter 220 value 252.961375
iter 230 value 252.153906
iter 240 value 251.608187
iter 250 value 251.140795
iter 260 value 250.474513
iter 270 value 250.255609
iter 280 value 249.976488
iter 290 value 249.890097
iter 300 value 249.801155
iter 310 value 249.736697
iter 320 value 249.702146
iter 330 value 249.676833
iter 340 value 249.645804
iter 350 value 249.553224
iter 360 value 249.525473
iter 370 value 249.466966
iter 380 value 249.408797
iter 390 value 249.358789
iter 400 value 249.344533
iter 410 value 249.341893
final  value 249.341571 
converged
# weights:  174
initial  value 43513.011633 
iter  10 value 5462.149453
iter  20 value 1362.624255
iter  30 value 772.626278
iter  40 value 553.345399
iter  50 value 465.306791
iter  60 value 400.579479
iter  70 value 358.857408
iter  80 value 334.384338
iter  90 value 309.712724
iter 100 value 290.608626
iter 110 value 281.219433
iter 120 value 272.670148
iter 130 value 266.259395
iter 140 value 262.985278
iter 150 value 261.164620
iter 160 value 259.516559
iter 170 value 257.318112
iter 180 value 255.925592
iter 190 value 254.695506
iter 200 value 254.076601
iter 210 value 253.440487
iter 220 value 252.500513
iter 230 value 251.461190
iter 240 value 250.774897
iter 250 value 250.008378
iter 260 value 248.592042
iter 270 value 248.415663
iter 280 value 248.275411
iter 290 value 248.041884
iter 300 value 247.840540
iter 310 value 247.720007
iter 320 value 247.454737
iter 330 value 247.390298
iter 340 value 247.362844
iter 350 value 247.361555
iter 360 value 247.360022
iter 370 value 247.358120
iter 380 value 247.355145
iter 390 value 247.352574
iter 400 value 247.351633
iter 410 value 247.350847
iter 420 value 247.350580
final  value 247.350554 
converged
# weights:  174
initial  value 44513.525811 
iter  10 value 5577.052437
iter  20 value 1346.187418
iter  30 value 650.002909
iter  40 value 431.973198
iter  50 value 347.872545
iter  60 value 314.225218
iter  70 value 301.652227
iter  80 value 293.071365
iter  90 value 282.441203
iter 100 value 273.725143
iter 110 value 267.440889
iter 120 value 261.059464
iter 130 value 257.332070
iter 140 value 255.011097
iter 150 value 252.335105
iter 160 value 248.454381
iter 170 value 245.793585
iter 180 value 244.689000
iter 190 value 244.260643
iter 200 value 244.026025
iter 210 value 243.896276
iter 220 value 243.463673
iter 230 value 242.489775
iter 240 value 241.399996
iter 250 value 240.902313
iter 260 value 240.592165
iter 270 value 240.229804
iter 280 value 239.879648
iter 290 value 239.583429
iter 300 value 239.348965
iter 310 value 238.934164
iter 320 value 238.673711
iter 330 value 238.576608
iter 340 value 238.516477
iter 350 value 238.384947
iter 360 value 238.383752
iter 370 value 238.379440
iter 380 value 238.376470
iter 390 value 238.374571
iter 400 value 238.373975
iter 410 value 238.373776
iter 420 value 238.373699
iter 420 value 238.373697
iter 420 value 238.373697
final  value 238.373697 
converged
# weights:  174
initial  value 40490.359319 
iter  10 value 5904.898022
iter  20 value 1976.555903
iter  30 value 989.821494
iter  40 value 673.262811
iter  50 value 568.434054
iter  60 value 492.656452
iter  70 value 440.774802
iter  80 value 389.336079
iter  90 value 345.313083
iter 100 value 323.636959
iter 110 value 308.951289
iter 120 value 300.107404
iter 130 value 296.051152
iter 140 value 292.839522
iter 150 value 289.626292
iter 160 value 285.167484
iter 170 value 281.313201
iter 180 value 276.056076
iter 190 value 272.904185
iter 200 value 270.525075
iter 210 value 268.195363
iter 220 value 266.510621
iter 230 value 264.511401
iter 240 value 262.511413
iter 250 value 260.052479
iter 260 value 259.511456
iter 270 value 259.147949
iter 280 value 258.554415
iter 290 value 258.208052
iter 300 value 257.649822
iter 310 value 256.989915
iter 320 value 256.354796
iter 330 value 255.811320
iter 340 value 255.239361
iter 350 value 253.886073
iter 360 value 253.605632
iter 370 value 252.728674
iter 380 value 251.668458
iter 390 value 250.969546
iter 400 value 250.470656
iter 410 value 250.015577
iter 420 value 249.514423
iter 430 value 248.737643
iter 440 value 248.103520
iter 450 value 247.485791
iter 460 value 246.052824
iter 470 value 245.133391
iter 480 value 244.977799
iter 490 value 244.972909
final  value 244.972876 
converged
# weights:  106
initial  value 43193.224684 
iter  10 value 7981.454523
iter  20 value 2738.252768
iter  30 value 1499.607540
iter  40 value 1033.511790
iter  50 value 767.010490
iter  60 value 593.322579
iter  70 value 507.500856
iter  80 value 435.964515
iter  90 value 392.718845
iter 100 value 354.682027
iter 110 value 329.670417
iter 120 value 320.158160
iter 130 value 313.574871
iter 140 value 311.494523
iter 150 value 310.216794
iter 160 value 309.042771
iter 170 value 308.129367
iter 180 value 307.068376
iter 190 value 306.239967
iter 200 value 305.964410
iter 210 value 305.329838
iter 220 value 304.557275
iter 230 value 304.126650
iter 240 value 303.406970
iter 250 value 302.804694
iter 260 value 302.506378
iter 270 value 302.471219
iter 280 value 302.430897
iter 290 value 302.369051
final  value 302.368584 
converged
# weights:  174
initial  value 40981.400592 
iter  10 value 5800.413669
iter  20 value 2665.431099
iter  30 value 1340.319378
iter  40 value 752.824705
iter  50 value 546.122233
iter  60 value 445.244220
iter  70 value 354.936548
iter  80 value 316.712126
iter  90 value 294.585873
iter 100 value 282.828635
iter 110 value 278.417166
iter 120 value 274.783981
iter 130 value 271.047391
iter 140 value 267.823582
iter 150 value 265.223943
iter 160 value 261.073965
iter 170 value 259.142826
iter 180 value 256.496230
iter 190 value 254.827725
iter 200 value 253.733193
iter 210 value 253.297940
iter 220 value 253.055909
iter 230 value 252.695795
iter 240 value 252.405325
iter 250 value 252.074766
iter 260 value 251.907114
iter 270 value 250.532715
iter 280 value 249.487710
iter 290 value 249.130870
iter 300 value 248.859771
iter 310 value 248.769425
iter 320 value 248.711119
iter 330 value 248.624221
iter 340 value 248.551772
iter 350 value 248.498304
iter 360 value 248.323545
iter 370 value 248.050956
iter 380 value 247.625151
iter 390 value 247.245778
iter 400 value 247.065972
iter 410 value 247.013827
iter 420 value 246.987261
iter 430 value 246.979654
iter 440 value 246.979198
final  value 246.979193 
converged
# weights:  174
initial  value 40622.043021 
iter  10 value 4038.823124
iter  20 value 1272.639086
iter  30 value 649.016888
iter  40 value 472.548999
iter  50 value 391.725704
iter  60 value 344.472484
iter  70 value 317.618933
iter  80 value 298.000876
iter  90 value 280.384523
iter 100 value 269.533221
iter 110 value 264.675848
iter 120 value 261.862123
iter 130 value 260.061001
iter 140 value 258.822031
iter 150 value 255.986748
iter 160 value 253.609627
iter 170 value 251.924188
iter 180 value 250.499545
iter 190 value 248.894932
iter 200 value 247.458276
iter 210 value 246.361569
iter 220 value 244.923476
iter 230 value 243.955077
iter 240 value 242.190928
iter 250 value 240.311619
iter 260 value 239.511917
iter 270 value 239.175986
iter 280 value 238.623839
iter 290 value 237.789947
iter 300 value 237.239594
iter 310 value 236.676204
iter 320 value 236.217955
iter 330 value 235.854111
iter 340 value 235.715705
iter 350 value 235.613140
iter 360 value 235.539502
iter 370 value 235.368770
iter 380 value 235.241523
iter 390 value 235.183582
iter 400 value 235.163383
iter 410 value 235.158761
iter 420 value 235.157930
final  value 235.157889 
converged
# weights:  106
initial  value 40026.144143 
iter  10 value 6661.266760
iter  20 value 2135.149243
iter  30 value 1706.134271
iter  40 value 1228.326113
iter  50 value 858.664945
iter  60 value 614.348548
iter  70 value 499.598395
iter  80 value 446.168364
iter  90 value 390.209035
iter 100 value 367.536875
iter 110 value 341.801819
iter 120 value 328.226058
iter 130 value 323.753280
iter 140 value 322.124699
iter 150 value 319.127760
iter 160 value 316.514910
iter 170 value 315.937388
iter 180 value 315.667886
iter 190 value 315.441793
iter 200 value 315.317805
iter 210 value 315.251236
iter 220 value 315.214126
iter 230 value 315.161041
iter 240 value 315.110086
iter 250 value 315.074208
iter 260 value 315.062491
iter 270 value 315.061150
final  value 315.061055 
converged
# weights:  106
initial  value 47266.077563 
iter  10 value 8599.419174
iter  20 value 2347.793765
iter  30 value 1432.379897
iter  40 value 1044.830853
iter  50 value 820.340446
iter  60 value 658.619310
iter  70 value 552.110561
iter  80 value 461.039055
iter  90 value 416.455642
iter 100 value 384.460884
iter 110 value 365.296216
iter 120 value 355.930066
iter 130 value 346.602199
iter 140 value 338.199625
iter 150 value 331.491029
iter 160 value 329.296432
iter 170 value 328.677978
iter 180 value 327.933752
iter 190 value 327.512707
iter 200 value 327.001630
iter 210 value 325.708117
iter 220 value 325.513852
iter 230 value 325.328863
iter 240 value 325.177554
iter 250 value 325.091429
iter 260 value 325.059668
iter 270 value 325.054333
iter 280 value 325.053667
final  value 325.053655 
converged
# weights:  106
initial  value 49794.066020 
iter  10 value 14146.250735
iter  20 value 8874.870461
iter  30 value 5970.854303
iter  40 value 3391.120706
iter  50 value 2180.889255
iter  60 value 1550.153725
iter  70 value 1212.944678
iter  80 value 784.357502
iter  90 value 581.166833
iter 100 value 409.680522
iter 110 value 371.852096
iter 120 value 335.425668
iter 130 value 322.216751
iter 140 value 317.305620
iter 150 value 312.192901
iter 160 value 309.323756
iter 170 value 307.033852
iter 180 value 304.853956
iter 190 value 301.638974
iter 200 value 300.174960
iter 210 value 299.511264
iter 220 value 298.247143
iter 230 value 297.576399
iter 240 value 296.389057
iter 250 value 295.610250
iter 260 value 295.421751
iter 270 value 295.386156
iter 280 value 295.382772
final  value 295.382751 
converged
# weights:  106
initial  value 44908.594994 
iter  10 value 15309.923550
iter  20 value 5984.756383
iter  30 value 4004.071427
iter  40 value 2735.825897
iter  50 value 1999.016908
iter  60 value 1595.930431
iter  70 value 1411.545653
iter  80 value 1232.919829
iter  90 value 1120.042393
iter 100 value 1056.708906
iter 110 value 961.220660
iter 120 value 815.462228
iter 130 value 660.030141
iter 140 value 552.868884
iter 150 value 464.271670
iter 160 value 418.075163
iter 170 value 404.077295
iter 180 value 393.661872
iter 190 value 381.171078
iter 200 value 359.689468
iter 210 value 342.941773
iter 220 value 337.346257
iter 230 value 330.338018
iter 240 value 322.485285
iter 250 value 317.993780
iter 260 value 315.596218
iter 270 value 314.768131
iter 280 value 314.116847
iter 290 value 314.053269
iter 300 value 314.052418
final  value 314.052411 
converged
# weights:  174
initial  value 43825.559435 
iter  10 value 8751.275687
iter  20 value 2085.828034
iter  30 value 1420.792061
iter  40 value 998.059407
iter  50 value 825.863329
iter  60 value 673.616221
iter  70 value 530.947372
iter  80 value 461.217352
iter  90 value 410.530928
iter 100 value 361.034729
iter 110 value 328.147076
iter 120 value 311.414182
iter 130 value 301.758170
iter 140 value 298.065541
iter 150 value 294.480330
iter 160 value 289.788005
iter 170 value 283.023578
iter 180 value 278.636799
iter 190 value 274.432275
iter 200 value 271.582770
iter 210 value 268.585134
iter 220 value 266.894454
iter 230 value 265.411448
iter 240 value 263.188018
iter 250 value 261.094929
iter 260 value 258.789922
iter 270 value 257.289281
iter 280 value 256.332293
iter 290 value 255.438533
iter 300 value 254.595126
iter 310 value 253.924305
iter 320 value 253.451409
iter 330 value 253.046505
iter 340 value 252.610185
iter 350 value 252.309734
iter 360 value 252.126523
iter 370 value 251.873384
iter 380 value 251.521899
iter 390 value 251.359132
iter 400 value 251.288460
iter 410 value 251.273281
iter 420 value 251.269942
iter 430 value 251.269611
final  value 251.269604 
converged
# weights:  174
initial  value 46149.820554 
iter  10 value 10655.193843
iter  20 value 1980.414126
iter  30 value 1035.442850
iter  40 value 801.751615
iter  50 value 677.188322
iter  60 value 593.974696
iter  70 value 531.662029
iter  80 value 430.258878
iter  90 value 372.508115
iter 100 value 349.468181
iter 110 value 332.549399
iter 120 value 323.689087
iter 130 value 309.545245
iter 140 value 297.588857
iter 150 value 288.489433
iter 160 value 283.277945
iter 170 value 272.998883
iter 180 value 270.504323
iter 190 value 269.324484
iter 200 value 268.395170
iter 210 value 267.551622
iter 220 value 264.959017
iter 230 value 263.075684
iter 240 value 262.080981
iter 250 value 260.635232
iter 260 value 259.979431
iter 270 value 259.109768
iter 280 value 258.444573
iter 290 value 257.884235
iter 300 value 257.410201
iter 310 value 256.351951
iter 320 value 255.509897
iter 330 value 254.834137
iter 340 value 254.435168
iter 350 value 254.207803
iter 360 value 254.116086
iter 370 value 253.907289
iter 380 value 253.582545
iter 390 value 253.426802
iter 400 value 253.321251
iter 410 value 253.296530
iter 420 value 253.285525
iter 430 value 253.280303
iter 440 value 253.279722
final  value 253.279684 
converged
# weights:  174
initial  value 38851.078368 
iter  10 value 4092.068392
iter  20 value 1315.289824
iter  30 value 685.177275
iter  40 value 509.269831
iter  50 value 407.872529
iter  60 value 356.665317
iter  70 value 333.789782
iter  80 value 314.763537
iter  90 value 304.662002
iter 100 value 293.979436
iter 110 value 284.900876
iter 120 value 280.212307
iter 130 value 278.174232
iter 140 value 276.764184
iter 150 value 275.711078
iter 160 value 274.514807
iter 170 value 273.246137
iter 180 value 270.925926
iter 190 value 268.672039
iter 200 value 267.921485
iter 210 value 267.604942
iter 220 value 267.352990
iter 230 value 267.111253
iter 240 value 266.882555
iter 250 value 266.643388
iter 260 value 266.286184
iter 270 value 265.977014
iter 280 value 265.810736
iter 290 value 265.653756
iter 300 value 265.563036
iter 310 value 265.519172
iter 320 value 265.435649
iter 330 value 265.328452
iter 340 value 265.290113
iter 350 value 265.273513
iter 360 value 265.240887
iter 370 value 265.197217
iter 380 value 265.138822
iter 390 value 265.083816
iter 400 value 265.020936
iter 410 value 264.935677
iter 420 value 264.895070
iter 430 value 264.889996
iter 440 value 264.889753
iter 440 value 264.889751
iter 440 value 264.889751
final  value 264.889751 
converged
# weights:  174
initial  value 38932.397643 
iter  10 value 6660.891506
iter  20 value 1626.704712
iter  30 value 1041.426477
iter  40 value 681.742764
iter  50 value 563.855020
iter  60 value 458.062393
iter  70 value 412.180294
iter  80 value 381.417934
iter  90 value 348.617807
iter 100 value 321.966136
iter 110 value 307.731273
iter 120 value 298.651491
iter 130 value 292.831301
iter 140 value 283.766009
iter 150 value 279.042308
iter 160 value 275.816575
iter 170 value 272.098029
iter 180 value 270.204190
iter 190 value 268.691605
iter 200 value 267.774225
iter 210 value 266.435940
iter 220 value 265.660043
iter 230 value 265.417123
iter 240 value 265.187778
iter 250 value 264.825235
iter 260 value 263.332088
iter 270 value 260.503453
iter 280 value 257.359924
iter 290 value 254.849274
iter 300 value 253.922933
iter 310 value 252.996109
iter 320 value 252.438225
iter 330 value 252.173467
iter 340 value 251.769315
iter 350 value 251.338916
iter 360 value 251.257844
iter 370 value 251.059819
iter 380 value 250.870455
iter 390 value 250.752951
iter 400 value 250.709201
iter 410 value 250.694880
iter 420 value 250.689139
iter 430 value 250.688472
final  value 250.688436 
converged
# weights:  174
initial  value 41997.963661 
iter  10 value 5091.408338
iter  20 value 1365.568043
iter  30 value 692.189512
iter  40 value 501.693109
iter  50 value 381.365916
iter  60 value 339.845826
iter  70 value 325.365366
iter  80 value 314.813796
iter  90 value 303.326951
iter 100 value 288.695012
iter 110 value 281.161373
iter 120 value 277.239991
iter 130 value 272.600561
iter 140 value 269.279555
iter 150 value 263.489600
iter 160 value 256.439868
iter 170 value 252.945455
iter 180 value 251.194804
iter 190 value 250.497310
iter 200 value 249.548419
iter 210 value 248.710856
iter 220 value 248.323218
iter 230 value 247.811464
iter 240 value 247.165876
iter 250 value 246.462575
iter 260 value 245.671809
iter 270 value 245.443583
iter 280 value 245.368827
iter 290 value 245.258661
iter 300 value 245.193213
iter 310 value 245.097857
iter 320 value 245.033061
iter 330 value 244.985019
iter 340 value 244.935557
iter 350 value 244.909075
iter 360 value 244.893287
iter 370 value 244.856040
iter 380 value 244.825187
iter 390 value 244.804978
iter 400 value 244.794186
iter 410 value 244.789411
iter 420 value 244.788516
final  value 244.788474 
converged
# weights:  106
initial  value 41137.790902 
iter  10 value 7714.008128
iter  20 value 4435.334167
iter  30 value 3088.728321
iter  40 value 1713.552990
iter  50 value 1162.058909
iter  60 value 749.683277
iter  70 value 630.216502
iter  80 value 540.417812
iter  90 value 487.234482
iter 100 value 447.905422
iter 110 value 409.309540
iter 120 value 387.610466
iter 130 value 352.264258
iter 140 value 339.362839
iter 150 value 332.656783
iter 160 value 326.062276
iter 170 value 323.171857
iter 180 value 319.663986
iter 190 value 316.284739
iter 200 value 313.333506
iter 210 value 310.178813
iter 220 value 309.221545
iter 230 value 308.133507
iter 240 value 305.393366
iter 250 value 303.470260
iter 260 value 302.656560
iter 270 value 302.515956
iter 280 value 302.468900
iter 290 value 302.128670
iter 300 value 301.886300
iter 310 value 301.877643
final  value 301.877638 
converged
# weights:  174
initial  value 41608.774891 
iter  10 value 8640.250188
iter  20 value 2135.653577
iter  30 value 1010.427311
iter  40 value 754.718027
iter  50 value 577.953997
iter  60 value 471.434404
iter  70 value 407.654300
iter  80 value 358.195059
iter  90 value 314.802379
iter 100 value 295.281137
iter 110 value 283.886201
iter 120 value 272.920522
iter 130 value 263.081435
iter 140 value 255.603225
iter 150 value 251.789052
iter 160 value 247.680399
iter 170 value 245.031627
iter 180 value 242.869868
iter 190 value 240.281207
iter 200 value 236.520835
iter 210 value 232.344953
iter 220 value 230.381268
iter 230 value 229.286978
iter 240 value 228.828424
iter 250 value 228.433473
iter 260 value 228.097530
iter 270 value 227.909080
iter 280 value 227.690886
iter 290 value 227.625186
iter 300 value 227.554400
iter 310 value 227.461493
iter 320 value 227.423811
iter 330 value 227.211057
iter 340 value 227.169442
iter 350 value 227.124917
iter 360 value 227.108398
iter 370 value 227.078207
iter 380 value 227.044754
iter 390 value 227.019327
iter 400 value 227.013039
iter 410 value 227.011202
iter 420 value 227.010713
final  value 227.010686 
converged
# weights:  174
initial  value 44477.873949 
iter  10 value 14859.627003
iter  20 value 2803.632070
iter  30 value 1510.687841
iter  40 value 1135.649237
iter  50 value 969.433548
iter  60 value 809.752215
iter  70 value 686.287058
iter  80 value 553.043790
iter  90 value 467.209716
iter 100 value 404.340561
iter 110 value 339.912377
iter 120 value 310.497128
iter 130 value 296.907666
iter 140 value 289.404736
iter 150 value 281.556616
iter 160 value 272.473983
iter 170 value 267.181673
iter 180 value 263.483473
iter 190 value 261.344238
iter 200 value 259.885845
iter 210 value 259.370952
iter 220 value 259.213695
iter 230 value 258.832630
iter 240 value 258.159544
iter 250 value 257.400125
iter 260 value 255.901094
iter 270 value 254.902890
iter 280 value 254.545943
iter 290 value 254.251377
iter 300 value 253.903800
iter 310 value 253.502092
iter 320 value 252.624822
iter 330 value 252.273348
iter 340 value 251.807719
iter 350 value 250.373770
iter 360 value 249.909084
iter 370 value 249.073331
iter 380 value 248.277236
iter 390 value 247.716263
iter 400 value 247.491706
iter 410 value 247.381784
iter 420 value 247.344534
iter 430 value 247.340132
iter 440 value 247.339918
final  value 247.339892 
converged
# weights:  174
initial  value 42226.293550 
iter  10 value 7328.709344
iter  20 value 1983.587438
iter  30 value 1063.393153
iter  40 value 665.239666
iter  50 value 532.692702
iter  60 value 443.170300
iter  70 value 403.376347
iter  80 value 371.598913
iter  90 value 347.112601
iter 100 value 324.911666
iter 110 value 302.142884
iter 120 value 294.228689
iter 130 value 289.733404
iter 140 value 287.377855
iter 150 value 285.542772
iter 160 value 283.175233
iter 170 value 281.833924
iter 180 value 279.368668
iter 190 value 275.716047
iter 200 value 273.310693
iter 210 value 271.058505
iter 220 value 268.321569
iter 230 value 265.136768
iter 240 value 263.002860
iter 250 value 261.670271
iter 260 value 260.862282
iter 270 value 260.246690
iter 280 value 259.851864
iter 290 value 259.724993
iter 300 value 259.557651
iter 310 value 259.242462
iter 320 value 257.962971
iter 330 value 256.643214
iter 340 value 255.564967
iter 350 value 253.838271
iter 360 value 253.516601
iter 370 value 252.778640
iter 380 value 251.670341
iter 390 value 250.779163
iter 400 value 250.018583
iter 410 value 249.710980
iter 420 value 249.240328
iter 430 value 248.122590
iter 440 value 247.154175
iter 450 value 246.223934
iter 460 value 245.893158
iter 470 value 245.779166
iter 480 value 245.767147
iter 490 value 245.766632
final  value 245.766628 
converged
# weights:  174
initial  value 42297.557711 
iter  10 value 5281.157335
iter  20 value 1507.267415
iter  30 value 775.217061
iter  40 value 563.731795
iter  50 value 468.866755
iter  60 value 426.336394
iter  70 value 399.080137
iter  80 value 376.663907
iter  90 value 359.251076
iter 100 value 346.033391
iter 110 value 335.570105
iter 120 value 331.448844
iter 130 value 322.686766
iter 140 value 313.703130
iter 150 value 308.035020
iter 160 value 302.216085
iter 170 value 296.035579
iter 180 value 290.825687
iter 190 value 286.825979
iter 200 value 283.978950
iter 210 value 281.519967
iter 220 value 280.272618
iter 230 value 279.621350
iter 240 value 278.900270
iter 250 value 277.604337
iter 260 value 275.755727
iter 270 value 274.588678
iter 280 value 273.870547
iter 290 value 273.243750
iter 300 value 272.673740
iter 310 value 272.155082
iter 320 value 271.762055
iter 330 value 271.572761
iter 340 value 271.458063
iter 350 value 270.628991
iter 360 value 269.819728
iter 370 value 267.840594
iter 380 value 264.521620
iter 390 value 260.694812
iter 400 value 257.994078
iter 410 value 256.990915
iter 420 value 256.722370
iter 430 value 256.264757
iter 440 value 255.818842
iter 450 value 255.524489
iter 460 value 254.702838
iter 470 value 253.893633
iter 480 value 253.840653
iter 490 value 253.835108
final  value 253.835036 
converged
# weights:  174
initial  value 49384.357594 
iter  10 value 10930.598458
iter  20 value 2782.488723
iter  30 value 1411.429127
iter  40 value 1088.752128
iter  50 value 882.778458
iter  60 value 722.092576
iter  70 value 623.976806
iter  80 value 555.784318
iter  90 value 463.096308
iter 100 value 354.723563
iter 110 value 308.149068
iter 120 value 286.495820
iter 130 value 273.435805
iter 140 value 265.048594
iter 150 value 260.614312
iter 160 value 258.315840
iter 170 value 256.531439
iter 180 value 254.764571
iter 190 value 252.462858
iter 200 value 251.634266
iter 210 value 250.855418
iter 220 value 250.098781
iter 230 value 249.446825
iter 240 value 247.619390
iter 250 value 246.945771
iter 260 value 246.242338
iter 270 value 245.780219
iter 280 value 245.328994
iter 290 value 244.919817
iter 300 value 244.370016
iter 310 value 243.956182
iter 320 value 243.247006
iter 330 value 243.161070
iter 340 value 243.089458
iter 350 value 242.721913
iter 360 value 242.516278
iter 370 value 242.167442
iter 380 value 241.829748
iter 390 value 241.632759
iter 400 value 241.564306
iter 410 value 241.545969
iter 420 value 241.543328
iter 430 value 241.542829
final  value 241.542792 
converged
# weights:  174
initial  value 41626.048465 
iter  10 value 5057.565172
iter  20 value 2124.165842
iter  30 value 1064.721796
iter  40 value 737.706712
iter  50 value 528.678132
iter  60 value 412.722454
iter  70 value 361.686234
iter  80 value 337.205957
iter  90 value 315.459989
iter 100 value 299.738538
iter 110 value 289.113702
iter 120 value 280.715306
iter 130 value 276.054360
iter 140 value 272.738026
iter 150 value 270.835156
iter 160 value 269.469359
iter 170 value 268.016740
iter 180 value 266.927701
iter 190 value 266.306981
iter 200 value 265.698122
iter 210 value 265.161270
iter 220 value 264.805106
iter 230 value 264.646843
iter 240 value 264.486653
iter 250 value 264.379589
iter 260 value 264.272676
iter 270 value 264.178972
iter 280 value 264.114203
iter 290 value 264.063492
iter 300 value 263.951108
iter 310 value 263.830701
iter 320 value 263.773113
iter 330 value 263.748866
iter 340 value 263.717775
iter 350 value 263.682596
iter 360 value 263.675275
iter 370 value 263.662404
iter 380 value 263.653064
iter 390 value 263.647861
iter 400 value 263.645556
iter 410 value 263.645076
final  value 263.644798 
converged
# weights:  106
initial  value 45567.887440 
iter  10 value 6284.894921
iter  20 value 2755.485298
iter  30 value 1727.412858
iter  40 value 1184.820571
iter  50 value 801.135920
iter  60 value 612.856317
iter  70 value 438.730849
iter  80 value 352.730990
iter  90 value 332.061869
iter 100 value 323.431952
iter 110 value 317.327006
iter 120 value 313.145943
iter 130 value 310.776543
iter 140 value 308.897431
iter 150 value 307.775877
iter 160 value 306.856975
iter 170 value 305.145261
iter 180 value 304.128439
iter 190 value 303.117658
iter 200 value 302.692459
iter 210 value 302.513397
iter 220 value 302.466349
iter 230 value 302.435041
iter 240 value 302.272858
iter 250 value 302.180338
iter 260 value 302.153617
iter 270 value 302.150457
final  value 302.150275 
converged
# weights:  106
initial  value 41977.131351 
iter  10 value 9708.170084
iter  20 value 4443.056456
iter  30 value 2755.261259
iter  40 value 1685.575577
iter  50 value 1110.414788
iter  60 value 783.191606
iter  70 value 590.896917
iter  80 value 480.762836
iter  90 value 437.717875
iter 100 value 413.607153
iter 110 value 392.093250
iter 120 value 366.848570
iter 130 value 342.455886
iter 140 value 329.839741
iter 150 value 323.873341
iter 160 value 320.157331
iter 170 value 316.669691
iter 180 value 314.016517
iter 190 value 312.787597
iter 200 value 311.483996
iter 210 value 310.786873
iter 220 value 310.483161
iter 230 value 309.576979
iter 240 value 308.784351
iter 250 value 308.303064
iter 260 value 308.146187
iter 270 value 308.112896
iter 280 value 308.110801
final  value 308.110775 
converged
# weights:  174
initial  value 45526.067908 
iter  10 value 11674.071001
iter  20 value 3163.077889
iter  30 value 1475.722182
iter  40 value 914.580439
iter  50 value 698.794958
iter  60 value 541.433700
iter  70 value 438.631199
iter  80 value 387.868422
iter  90 value 353.176942
iter 100 value 332.772875
iter 110 value 318.518479
iter 120 value 311.192048
iter 130 value 299.143377
iter 140 value 287.834139
iter 150 value 280.340613
iter 160 value 276.897007
iter 170 value 273.380028
iter 180 value 269.944634
iter 190 value 266.200808
iter 200 value 264.305309
iter 210 value 263.286774
iter 220 value 261.409857
iter 230 value 260.548979
iter 240 value 260.281517
iter 250 value 259.776474
iter 260 value 259.413712
iter 270 value 259.176665
iter 280 value 258.821035
iter 290 value 258.516378
iter 300 value 258.288344
iter 310 value 258.095877
iter 320 value 257.999374
iter 330 value 257.754035
iter 340 value 257.425631
iter 350 value 255.512904
iter 360 value 255.126021
iter 370 value 254.496509
iter 380 value 253.744084
iter 390 value 253.350313
iter 400 value 252.887719
iter 410 value 252.684790
iter 420 value 252.245254
iter 430 value 251.728947
iter 440 value 251.670499
iter 450 value 251.662825
iter 460 value 251.658680
final  value 251.658132 
converged
# weights:  106
initial  value 43562.801557 
iter  10 value 9691.609172
iter  20 value 3894.379403
iter  30 value 2345.197032
iter  40 value 1882.820668
iter  50 value 1003.444424
iter  60 value 683.161528
iter  70 value 525.029828
iter  80 value 438.268778
iter  90 value 404.636491
iter 100 value 374.933168
iter 110 value 310.980813
iter 120 value 299.637869
iter 130 value 297.873535
iter 140 value 296.549707
iter 150 value 295.513083
iter 160 value 294.811790
iter 170 value 294.416963
iter 180 value 294.060611
iter 190 value 293.794455
iter 200 value 293.611793
iter 210 value 293.419725
iter 220 value 293.226791
iter 230 value 292.938837
iter 240 value 291.995731
iter 250 value 291.425429
iter 260 value 291.267120
iter 270 value 291.244080
iter 280 value 291.242788
final  value 291.242782 
converged
# weights:  174
initial  value 44163.050845 
iter  10 value 7621.548730
iter  20 value 1498.202127
iter  30 value 810.426805
iter  40 value 629.081132
iter  50 value 540.192813
iter  60 value 458.029647
iter  70 value 424.651497
iter  80 value 393.973599
iter  90 value 358.381949
iter 100 value 332.264313
iter 110 value 319.522039
iter 120 value 313.478238
iter 130 value 309.208567
iter 140 value 305.741744
iter 150 value 298.777321
iter 160 value 291.912407
iter 170 value 286.823432
iter 180 value 283.263709
iter 190 value 279.393030
iter 200 value 276.908673
iter 210 value 274.977640
iter 220 value 274.025365
iter 230 value 273.147048
iter 240 value 272.245557
iter 250 value 271.652969
iter 260 value 271.155525
iter 270 value 270.757320
iter 280 value 270.463887
iter 290 value 269.906972
iter 300 value 269.515090
iter 310 value 268.829453
iter 320 value 267.916342
iter 330 value 267.196650
iter 340 value 266.811735
iter 350 value 266.518004
iter 360 value 266.391136
iter 370 value 266.004767
iter 380 value 265.448795
iter 390 value 265.221979
iter 400 value 265.160498
iter 410 value 265.144896
iter 420 value 265.138665
iter 430 value 265.137208
final  value 265.137122 
converged
# weights:  174
initial  value 39274.722467 
iter  10 value 3902.596676
iter  20 value 1366.490285
iter  30 value 810.613169
iter  40 value 553.741965
iter  50 value 449.237266
iter  60 value 388.115489
iter  70 value 351.299600
iter  80 value 332.779575
iter  90 value 320.085770
iter 100 value 310.823056
iter 110 value 302.846738
iter 120 value 296.202263
iter 130 value 291.472508
iter 140 value 286.060361
iter 150 value 281.716234
iter 160 value 279.793011
iter 170 value 277.904548
iter 180 value 276.187351
iter 190 value 275.200866
iter 200 value 273.916032
iter 210 value 272.853730
iter 220 value 271.921687
iter 230 value 271.162742
iter 240 value 270.636857
iter 250 value 269.384440
iter 260 value 267.542726
iter 270 value 266.224673
iter 280 value 265.285535
iter 290 value 264.406227
iter 300 value 264.093294
iter 310 value 263.846428
iter 320 value 263.666196
iter 330 value 263.461218
iter 340 value 263.402735
iter 350 value 263.341098
iter 360 value 263.297885
iter 370 value 263.206408
iter 380 value 263.103432
iter 390 value 263.010737
iter 400 value 262.977932
iter 410 value 262.973199
iter 420 value 262.972359
final  value 262.972240 
converged
# weights:  106
initial  value 42020.089519 
iter  10 value 9732.185127
iter  20 value 3576.166048
iter  30 value 1836.876747
iter  40 value 1386.282467
iter  50 value 1087.762444
iter  60 value 966.367234
iter  70 value 751.329038
iter  80 value 637.387158
iter  90 value 546.759476
iter 100 value 512.654191
iter 110 value 485.293702
iter 120 value 458.001472
iter 130 value 435.643982
iter 140 value 417.765138
iter 150 value 389.732177
iter 160 value 345.744892
iter 170 value 324.095659
iter 180 value 316.786953
iter 190 value 312.913502
iter 200 value 310.876958
iter 210 value 309.913399
iter 220 value 308.779510
iter 230 value 307.581146
iter 240 value 306.599689
iter 250 value 305.795669
iter 260 value 305.484566
iter 270 value 305.456068
iter 280 value 305.454258
final  value 305.454218 
converged
# weights:  106
initial  value 38923.255162 
iter  10 value 11525.780744
iter  20 value 5584.747180
iter  30 value 3185.811602
iter  40 value 2071.568899
iter  50 value 1117.334980
iter  60 value 783.986825
iter  70 value 586.833893
iter  80 value 514.732156
iter  90 value 469.654186
iter 100 value 421.360490
iter 110 value 365.835146
iter 120 value 326.901971
iter 130 value 309.467007
iter 140 value 300.177393
iter 150 value 291.771229
iter 160 value 288.948443
iter 170 value 287.228853
iter 180 value 286.110637
iter 190 value 284.625871
iter 200 value 283.887106
iter 210 value 283.144465
iter 220 value 282.293175
iter 230 value 281.350014
iter 240 value 279.993863
iter 250 value 279.338439
iter 260 value 279.155339
iter 270 value 279.123046
iter 280 value 279.121046
final  value 279.121033 
converged
# weights:  106
initial  value 42441.470436 
iter  10 value 7450.655756
iter  20 value 2084.710395
iter  30 value 1478.320879
iter  40 value 1056.058634
iter  50 value 769.677287
iter  60 value 581.695220
iter  70 value 497.914122
iter  80 value 447.672180
iter  90 value 432.112267
iter 100 value 419.955854
iter 110 value 411.455423
iter 120 value 397.170242
iter 130 value 363.690612
iter 140 value 339.618766
iter 150 value 324.416896
iter 160 value 316.873018
iter 170 value 311.471189
iter 180 value 308.228688
iter 190 value 305.236885
iter 200 value 303.798041
iter 210 value 302.610590
iter 220 value 301.844351
iter 230 value 300.667439
iter 240 value 298.350443
iter 250 value 296.019282
iter 260 value 294.983908
iter 270 value 294.633475
iter 280 value 294.509978
iter 290 value 294.502667
final  value 294.502632 
converged
# weights:  106
initial  value 44824.093247 
iter  10 value 6157.319322
iter  20 value 1968.555562
iter  30 value 1124.717014
iter  40 value 895.588846
iter  50 value 646.284325
iter  60 value 500.980242
iter  70 value 423.683723
iter  80 value 407.203147
iter  90 value 388.470845
iter 100 value 368.056585
iter 110 value 357.257055
iter 120 value 345.693219
iter 130 value 336.281428
iter 140 value 331.197762
iter 150 value 325.001695
iter 160 value 318.116211
iter 170 value 315.508854
iter 180 value 314.509090
iter 190 value 313.629010
iter 200 value 313.413369
iter 210 value 313.234613
iter 220 value 313.181763
iter 230 value 313.155708
iter 240 value 313.133571
iter 250 value 313.115255
iter 260 value 313.107897
iter 270 value 313.106631
final  value 313.106426 
converged
# weights:  106
initial  value 40736.716186 
iter  10 value 10458.390207
iter  20 value 3244.759938
iter  30 value 2172.622454
iter  40 value 1511.115679
iter  50 value 1005.407334
iter  60 value 679.910762
iter  70 value 525.801859
iter  80 value 461.709673
iter  90 value 406.106962
iter 100 value 362.441813
iter 110 value 348.348846
iter 120 value 336.258701
iter 130 value 324.137168
iter 140 value 310.364581
iter 150 value 307.450567
iter 160 value 305.268651
iter 170 value 302.805007
iter 180 value 300.415037
iter 190 value 299.442353
iter 200 value 297.829574
iter 210 value 296.918532
iter 220 value 296.343940
iter 230 value 295.871498
iter 240 value 294.824166
iter 250 value 294.198861
iter 260 value 293.917408
iter 270 value 293.744929
iter 280 value 293.621736
iter 290 value 293.618035
final  value 293.618011 
converged
# weights:  174
initial  value 39008.279805 
iter  10 value 6743.612202
iter  20 value 1682.576881
iter  30 value 1022.474351
iter  40 value 731.815818
iter  50 value 580.740967
iter  60 value 508.226943
iter  70 value 450.053262
iter  80 value 404.626432
iter  90 value 365.490620
iter 100 value 335.737912
iter 110 value 316.242559
iter 120 value 301.564374
iter 130 value 293.491191
iter 140 value 290.328335
iter 150 value 287.513069
iter 160 value 283.448931
iter 170 value 280.507674
iter 180 value 277.604227
iter 190 value 275.313207
iter 200 value 273.758449
iter 210 value 272.608152
iter 220 value 271.684825
iter 230 value 270.469873
iter 240 value 267.993194
iter 250 value 266.597483
iter 260 value 265.738746
iter 270 value 265.112895
iter 280 value 264.328721
iter 290 value 263.937621
iter 300 value 263.635681
iter 310 value 263.343104
iter 320 value 263.138826
iter 330 value 262.986638
iter 340 value 262.810820
iter 350 value 262.671711
iter 360 value 262.579914
iter 370 value 262.414323
iter 380 value 262.282070
iter 390 value 262.186578
iter 400 value 262.147456
iter 410 value 262.133647
iter 420 value 262.130832
final  value 262.130623 
converged
# weights:  174
initial  value 43297.220167 
iter  10 value 11763.493217
iter  20 value 2775.571805
iter  30 value 1327.777081
iter  40 value 1067.717974
iter  50 value 842.128246
iter  60 value 743.312222
iter  70 value 613.242836
iter  80 value 463.499277
iter  90 value 365.118635
iter 100 value 314.349903
iter 110 value 284.361187
iter 120 value 268.098732
iter 130 value 263.630270
iter 140 value 259.544161
iter 150 value 255.207757
iter 160 value 252.560049
iter 170 value 251.331714
iter 180 value 250.578339
iter 190 value 250.164482
iter 200 value 249.272516
iter 210 value 248.410142
iter 220 value 247.948553
iter 230 value 246.857950
iter 240 value 246.294490
iter 250 value 246.166967
iter 260 value 245.924162
iter 270 value 245.734097
iter 280 value 245.570122
iter 290 value 245.435760
iter 300 value 245.308372
iter 310 value 245.088930
iter 320 value 245.053585
iter 330 value 244.985776
iter 340 value 244.563828
iter 350 value 244.173430
iter 360 value 244.110493
iter 370 value 243.853039
iter 380 value 243.573180
iter 390 value 243.349659
iter 400 value 243.237609
iter 410 value 243.148562
iter 420 value 243.114789
iter 430 value 243.112910
final  value 243.112812 
converged
# weights:  174
initial  value 38052.059010 
iter  10 value 8038.441730
iter  20 value 1578.660199
iter  30 value 830.725435
iter  40 value 599.604356
iter  50 value 473.680306
iter  60 value 409.581141
iter  70 value 382.220142
iter  80 value 356.017186
iter  90 value 327.721491
iter 100 value 309.070261
iter 110 value 295.700479
iter 120 value 285.940629
iter 130 value 281.087282
iter 140 value 276.700680
iter 150 value 270.255703
iter 160 value 264.816979
iter 170 value 258.939886
iter 180 value 254.747696
iter 190 value 252.119217
iter 200 value 249.216310
iter 210 value 246.225132
iter 220 value 244.744059
iter 230 value 244.086791
iter 240 value 243.642580
iter 250 value 242.910832
iter 260 value 242.556282
iter 270 value 242.263888
iter 280 value 242.106848
iter 290 value 242.019824
iter 300 value 241.922553
iter 310 value 241.804955
iter 320 value 241.688510
iter 330 value 241.537338
iter 340 value 241.441434
iter 350 value 241.392174
iter 360 value 241.355595
iter 370 value 241.265404
iter 380 value 241.185992
iter 390 value 241.150544
iter 400 value 241.123923
iter 410 value 241.117450
iter 420 value 241.115605
final  value 241.115388 
converged
# weights:  106
initial  value 38567.813717 
iter  10 value 7730.937458
iter  20 value 4408.971253
iter  30 value 2736.922017
iter  40 value 2092.078552
iter  50 value 1397.434586
iter  60 value 1052.308512
iter  70 value 711.075515
iter  80 value 573.464321
iter  90 value 469.677950
iter 100 value 430.475651
iter 110 value 405.387664
iter 120 value 369.225273
iter 130 value 352.339907
iter 140 value 334.418879
iter 150 value 321.385789
iter 160 value 317.859735
iter 170 value 315.054566
iter 180 value 313.788500
iter 190 value 313.211321
iter 200 value 312.885984
iter 210 value 312.718954
iter 220 value 312.667548
iter 230 value 312.583621
iter 240 value 312.540877
iter 250 value 312.496556
iter 260 value 312.477165
iter 270 value 312.473625
iter 280 value 312.473182
iter 280 value 312.473178
iter 280 value 312.473178
final  value 312.473178 
converged
# weights:  106
initial  value 43354.121652 
iter  10 value 7793.933645
iter  20 value 1280.433659
iter  30 value 747.440890
iter  40 value 591.901283
iter  50 value 491.215011
iter  60 value 454.322325
iter  70 value 434.781320
iter  80 value 389.956985
iter  90 value 363.767822
iter 100 value 352.173286
iter 110 value 345.192809
iter 120 value 333.535587
iter 130 value 322.105811
iter 140 value 318.829965
iter 150 value 316.279377
iter 160 value 314.675111
iter 170 value 312.949847
iter 180 value 311.747128
iter 190 value 309.915321
iter 200 value 309.342158
iter 210 value 309.328577
iter 220 value 309.314847
iter 230 value 309.312521
iter 240 value 309.311753
iter 250 value 309.311190
iter 260 value 309.309996
iter 270 value 309.309236
iter 280 value 309.308969
iter 290 value 309.308901
final  value 309.308887 
converged
# weights:  174
initial  value 47989.485083 
iter  10 value 4811.868447
iter  20 value 1347.434304
iter  30 value 685.977199
iter  40 value 496.521297
iter  50 value 418.160784
iter  60 value 353.558888
iter  70 value 319.453297
iter  80 value 294.887846
iter  90 value 283.123233
iter 100 value 275.742630
iter 110 value 273.388634
iter 120 value 271.339783
iter 130 value 267.628441
iter 140 value 264.606856
iter 150 value 263.364853
iter 160 value 262.712667
iter 170 value 262.109472
iter 180 value 261.264610
iter 190 value 260.265395
iter 200 value 259.621444
iter 210 value 259.221883
iter 220 value 258.636264
iter 230 value 258.274040
iter 240 value 257.873599
iter 250 value 257.431758
iter 260 value 257.241816
iter 270 value 257.142008
iter 280 value 257.107325
iter 290 value 257.061441
iter 300 value 257.019601
iter 310 value 256.968225
iter 320 value 256.877226
iter 330 value 256.773993
iter 340 value 256.757352
iter 350 value 256.746389
iter 360 value 256.743522
iter 370 value 256.738744
iter 380 value 256.733637
iter 390 value 256.728441
iter 400 value 256.726793
iter 410 value 256.726299
final  value 256.726198 
converged
# weights:  174
initial  value 55551.431030 
iter  10 value 5219.646030
iter  20 value 1612.748733
iter  30 value 696.307442
iter  40 value 514.342016
iter  50 value 385.583559
iter  60 value 339.449185
iter  70 value 316.928457
iter  80 value 301.199134
iter  90 value 280.057969
iter 100 value 269.720808
iter 110 value 263.107193
iter 120 value 260.087676
iter 130 value 257.155831
iter 140 value 255.130120
iter 150 value 254.002724
iter 160 value 253.124103
iter 170 value 252.335905
iter 180 value 251.902801
iter 190 value 251.610924
iter 200 value 251.182481
iter 210 value 250.916950
iter 220 value 250.716884
iter 230 value 250.622934
iter 240 value 250.577356
iter 250 value 250.515943
iter 260 value 250.421489
iter 270 value 250.309546
iter 280 value 250.180279
iter 290 value 250.136510
iter 300 value 250.068398
iter 310 value 249.998311
iter 320 value 249.954351
iter 330 value 249.890675
iter 340 value 249.802043
iter 350 value 249.601727
iter 360 value 249.354297
iter 370 value 248.726571
iter 380 value 248.152997
iter 390 value 247.358850
iter 400 value 246.694461
iter 410 value 246.183717
iter 420 value 245.997164
iter 430 value 245.486253
iter 440 value 245.154915
iter 450 value 245.098174
iter 460 value 245.052819
iter 470 value 244.917555
iter 480 value 244.914360
final  value 244.914338 
converged
# weights:  174
initial  value 48663.157728 
iter  10 value 4534.593082
iter  20 value 2018.995745
iter  30 value 1143.729247
iter  40 value 749.607213
iter  50 value 613.676630
iter  60 value 477.035310
iter  70 value 409.402287
iter  80 value 364.205032
iter  90 value 348.045002
iter 100 value 337.924199
iter 110 value 328.464699
iter 120 value 319.481361
iter 130 value 310.673016
iter 140 value 301.271803
iter 150 value 291.383297
iter 160 value 286.953314
iter 170 value 283.160799
iter 180 value 279.670237
iter 190 value 276.961269
iter 200 value 274.040349
iter 210 value 268.497666
iter 220 value 262.049167
iter 230 value 258.493893
iter 240 value 256.706638
iter 250 value 255.389144
iter 260 value 254.107142
iter 270 value 252.885405
iter 280 value 250.917947
iter 290 value 247.445508
iter 300 value 244.581278
iter 310 value 243.443386
iter 320 value 242.699823
iter 330 value 242.217662
iter 340 value 241.942665
iter 350 value 241.697612
iter 360 value 241.340431
iter 370 value 240.892025
iter 380 value 240.322892
iter 390 value 239.887880
iter 400 value 239.642510
iter 410 value 239.466878
iter 420 value 239.325485
iter 430 value 239.266926
iter 440 value 239.260662
final  value 239.260537 
converged
# weights:  106
initial  value 42090.744999 
iter  10 value 7792.994771
iter  20 value 3183.090484
iter  30 value 2038.139187
iter  40 value 1214.012127
iter  50 value 774.222572
iter  60 value 503.466355
iter  70 value 409.205815
iter  80 value 380.270001
iter  90 value 365.523031
iter 100 value 350.132600
iter 110 value 328.266732
iter 120 value 317.801308
iter 130 value 313.904720
iter 140 value 304.835883
iter 150 value 297.689886
iter 160 value 296.823814
iter 170 value 295.998550
iter 180 value 295.926072
iter 190 value 295.797017
iter 200 value 295.559753
iter 210 value 294.319052
iter 220 value 293.980957
iter 230 value 293.828594
iter 240 value 293.623767
iter 250 value 293.501164
iter 260 value 293.437380
iter 270 value 293.425430
iter 280 value 293.424677
iter 280 value 293.424675
iter 280 value 293.424675
final  value 293.424675 
converged
# weights:  106
initial  value 37906.599454 
iter  10 value 8626.574719
iter  20 value 2597.048511
iter  30 value 1799.569875
iter  40 value 928.906345
iter  50 value 525.943909
iter  60 value 431.084139
iter  70 value 380.982793
iter  80 value 356.643896
iter  90 value 334.914563
iter 100 value 319.104745
iter 110 value 303.354603
iter 120 value 298.761423
iter 130 value 295.288889
iter 140 value 291.351559
iter 150 value 289.457842
iter 160 value 288.551679
iter 170 value 288.184634
iter 180 value 287.927448
iter 190 value 287.658198
iter 200 value 287.596587
iter 210 value 287.420070
iter 220 value 287.326782
iter 230 value 287.207374
iter 240 value 287.051108
iter 250 value 286.916500
iter 260 value 286.857963
iter 270 value 286.847743
final  value 286.847203 
converged
# weights:  106
initial  value 41454.363519 
iter  10 value 10907.635860
iter  20 value 2840.386247
iter  30 value 1926.315690
iter  40 value 1295.038534
iter  50 value 1072.587432
iter  60 value 810.129089
iter  70 value 580.803086
iter  80 value 475.133225
iter  90 value 400.291407
iter 100 value 357.954874
iter 110 value 344.279382
iter 120 value 335.335515
iter 130 value 326.744915
iter 140 value 317.352284
iter 150 value 315.712268
iter 160 value 314.335326
iter 170 value 313.320843
iter 180 value 312.750801
iter 190 value 303.565957
iter 200 value 302.030219
iter 210 value 300.769904
iter 220 value 299.881802
iter 230 value 299.260799
iter 240 value 297.492362
iter 250 value 296.893752
iter 260 value 296.646183
iter 270 value 296.603529
iter 280 value 296.597192
final  value 296.597095 
converged
# weights:  106
initial  value 40621.032732 
iter  10 value 6446.601240
iter  20 value 1822.403053
iter  30 value 1127.082251
iter  40 value 856.090902
iter  50 value 662.338087
iter  60 value 475.118490
iter  70 value 399.645718
iter  80 value 342.240092
iter  90 value 327.181107
iter 100 value 316.950486
iter 110 value 312.148527
iter 120 value 307.097576
iter 130 value 303.890026
iter 140 value 301.619122
iter 150 value 300.484410
iter 160 value 299.280469
iter 170 value 297.561105
iter 180 value 295.574884
iter 190 value 295.144243
iter 200 value 294.590041
iter 210 value 294.377873
iter 220 value 294.310020
iter 230 value 294.232914
iter 240 value 294.062160
iter 250 value 293.975458
iter 260 value 293.947697
iter 270 value 293.944861
final  value 293.944658 
converged
# weights:  106
initial  value 40350.853524 
iter  10 value 10126.057109
iter  20 value 3942.276745
iter  30 value 2202.972488
iter  40 value 1578.994203
iter  50 value 1143.534398
iter  60 value 807.902039
iter  70 value 630.605995
iter  80 value 551.586517
iter  90 value 507.850235
iter 100 value 466.702750
iter 110 value 430.529246
iter 120 value 398.011398
iter 130 value 381.664541
iter 140 value 364.642357
iter 150 value 351.143538
iter 160 value 338.800718
iter 170 value 332.193858
iter 180 value 331.423388
iter 190 value 330.594488
iter 200 value 330.197544
iter 210 value 329.960799
iter 220 value 329.767157
iter 230 value 329.492530
iter 240 value 329.310358
iter 250 value 329.201325
iter 260 value 329.158569
iter 270 value 329.154653
iter 280 value 329.154531
iter 290 value 329.154359
iter 300 value 329.154197
iter 300 value 329.154195
iter 310 value 329.154013
final  value 329.153957 
converged
# weights:  174
initial  value 47151.809730 
iter  10 value 5619.986660
iter  20 value 1489.819300
iter  30 value 639.852713
iter  40 value 451.136350
iter  50 value 379.456013
iter  60 value 333.609570
iter  70 value 313.001556
iter  80 value 291.832448
iter  90 value 283.234868
iter 100 value 276.095029
iter 110 value 267.881255
iter 120 value 258.534908
iter 130 value 255.453446
iter 140 value 253.494443
iter 150 value 251.635988
iter 160 value 249.095488
iter 170 value 247.414543
iter 180 value 245.397039
iter 190 value 243.448628
iter 200 value 242.459235
iter 210 value 241.685764
iter 220 value 241.145353
iter 230 value 240.565323
iter 240 value 240.181949
iter 250 value 239.716107
iter 260 value 239.223559
iter 270 value 238.770874
iter 280 value 238.158673
iter 290 value 237.940429
iter 300 value 237.817696
iter 310 value 237.748739
iter 320 value 237.582250
iter 330 value 237.409430
iter 340 value 237.305225
iter 350 value 237.230035
iter 360 value 237.166267
iter 370 value 237.046081
iter 380 value 236.917403
iter 390 value 236.835169
iter 400 value 236.806453
iter 410 value 236.801105
iter 420 value 236.798980
iter 430 value 236.798803
iter 430 value 236.798802
iter 430 value 236.798802
final  value 236.798802 
converged
# weights:  174
initial  value 45314.683461 
iter  10 value 5027.837274
iter  20 value 1554.997116
iter  30 value 665.239303
iter  40 value 504.590923
iter  50 value 422.245806
iter  60 value 389.804699
iter  70 value 365.604152
iter  80 value 340.347720
iter  90 value 317.845635
iter 100 value 299.899755
iter 110 value 287.523806
iter 120 value 279.837453
iter 130 value 275.693488
iter 140 value 271.937757
iter 150 value 266.818076
iter 160 value 262.421608
iter 170 value 259.707798
iter 180 value 257.465576
iter 190 value 256.034011
iter 200 value 254.270640
iter 210 value 251.663276
iter 220 value 249.121194
iter 230 value 247.657687
iter 240 value 246.667482
iter 250 value 245.959117
iter 260 value 245.433935
iter 270 value 245.123050
iter 280 value 244.736385
iter 290 value 244.231724
iter 300 value 243.726825
iter 310 value 243.498371
iter 320 value 243.341137
iter 330 value 243.116573
iter 340 value 243.041720
iter 350 value 243.007869
iter 360 value 242.971495
iter 370 value 242.924131
iter 380 value 242.874816
iter 390 value 242.838884
iter 400 value 242.826153
iter 410 value 242.819339
iter 420 value 242.816656
iter 430 value 242.816383
final  value 242.816373 
converged
# weights:  106
initial  value 45432.303316 
iter  10 value 8346.261047
iter  20 value 2966.020494
iter  30 value 1782.815593
iter  40 value 1270.178607
iter  50 value 910.716109
iter  60 value 692.589972
iter  70 value 565.344669
iter  80 value 491.956408
iter  90 value 458.872139
iter 100 value 444.160669
iter 110 value 422.442839
iter 120 value 405.553870
iter 130 value 396.066852
iter 140 value 383.885707
iter 150 value 375.498489
iter 160 value 362.971008
iter 170 value 350.668283
iter 180 value 341.863175
iter 190 value 333.445627
iter 200 value 331.949071
iter 210 value 329.862281
iter 220 value 328.473954
iter 230 value 327.000121
iter 240 value 325.970887
iter 250 value 325.248605
iter 260 value 324.976139
iter 270 value 324.933299
iter 280 value 324.928898
final  value 324.928846 
converged
# weights:  106
initial  value 43497.948807 
iter  10 value 12520.169884
iter  20 value 2246.949869
iter  30 value 1438.358730
iter  40 value 1036.307635
iter  50 value 833.345394
iter  60 value 676.776236
iter  70 value 599.673160
iter  80 value 489.694767
iter  90 value 439.125903
iter 100 value 426.261098
iter 110 value 417.574286
iter 120 value 400.616830
iter 130 value 379.958621
iter 140 value 360.333659
iter 150 value 343.144478
iter 160 value 335.790956
iter 170 value 325.919239
iter 180 value 311.548081
iter 190 value 306.278867
iter 200 value 304.735371
iter 210 value 302.726785
iter 220 value 301.093772
iter 230 value 299.279348
iter 240 value 296.896246
iter 250 value 295.816303
iter 260 value 295.411838
iter 270 value 295.366912
iter 280 value 295.362753
final  value 295.362725 
converged
# weights:  174
initial  value 42953.875891 
iter  10 value 5177.263976
iter  20 value 1432.228770
iter  30 value 749.144525
iter  40 value 533.283300
iter  50 value 451.104788
iter  60 value 404.378359
iter  70 value 376.872156
iter  80 value 348.326847
iter  90 value 326.140392
iter 100 value 307.490653
iter 110 value 293.415335
iter 120 value 282.324890
iter 130 value 275.248082
iter 140 value 270.564111
iter 150 value 267.586608
iter 160 value 264.518817
iter 170 value 262.682164
iter 180 value 261.124444
iter 190 value 259.310262
iter 200 value 257.330797
iter 210 value 254.139090
iter 220 value 251.619704
iter 230 value 250.515552
iter 240 value 249.983160
iter 250 value 249.044881
iter 260 value 247.274010
iter 270 value 245.138684
iter 280 value 242.817824
iter 290 value 241.900918
iter 300 value 241.146852
iter 310 value 240.116079
iter 320 value 239.197926
iter 330 value 238.824546
iter 340 value 238.755250
iter 350 value 238.676574
iter 360 value 238.629818
iter 370 value 238.546196
iter 380 value 238.488781
iter 390 value 238.440844
iter 400 value 238.426854
iter 410 value 238.422546
iter 420 value 238.420757
iter 430 value 238.420523
final  value 238.420516 
converged
# weights:  174
initial  value 42206.837561 
iter  10 value 8534.584253
iter  20 value 2041.264876
iter  30 value 1013.341513
iter  40 value 688.800563
iter  50 value 585.513863
iter  60 value 530.173189
iter  70 value 481.106318
iter  80 value 419.660452
iter  90 value 367.989455
iter 100 value 330.193872
iter 110 value 306.110295
iter 120 value 288.640645
iter 130 value 273.079507
iter 140 value 255.375720
iter 150 value 250.057583
iter 160 value 247.066299
iter 170 value 244.752136
iter 180 value 243.086111
iter 190 value 241.978935
iter 200 value 241.108379
iter 210 value 240.507561
iter 220 value 239.715159
iter 230 value 239.209796
iter 240 value 238.768173
iter 250 value 238.369444
iter 260 value 237.852468
iter 270 value 237.367242
iter 280 value 235.808613
iter 290 value 235.239329
iter 300 value 234.848198
iter 310 value 234.597155
iter 320 value 234.498967
iter 330 value 234.211107
iter 340 value 234.003720
iter 350 value 233.557280
iter 360 value 233.419304
iter 370 value 233.228595
iter 380 value 232.980522
iter 390 value 232.771425
iter 400 value 232.623539
iter 410 value 232.495111
iter 420 value 232.391834
iter 430 value 231.228071
iter 440 value 228.800946
iter 450 value 228.586658
iter 460 value 228.570923
iter 470 value 228.565512
final  value 228.565418 
converged
# weights:  174
initial  value 40886.893690 
iter  10 value 4101.638234
iter  20 value 1156.580109
iter  30 value 638.363996
iter  40 value 494.050226
iter  50 value 413.381419
iter  60 value 369.308188
iter  70 value 341.464107
iter  80 value 320.202653
iter  90 value 299.482777
iter 100 value 285.259544
iter 110 value 278.743576
iter 120 value 274.735376
iter 130 value 272.134944
iter 140 value 269.574862
iter 150 value 267.927837
iter 160 value 266.108621
iter 170 value 264.467464
iter 180 value 263.164693
iter 190 value 261.319306
iter 200 value 260.690280
iter 210 value 260.407071
iter 220 value 260.199009
iter 230 value 259.793524
iter 240 value 259.094767
iter 250 value 258.453827
iter 260 value 258.226297
iter 270 value 258.126178
iter 280 value 258.024333
iter 290 value 257.962013
iter 300 value 257.890320
iter 310 value 257.808950
iter 320 value 257.724037
iter 330 value 257.654457
iter 340 value 257.612623
iter 350 value 257.562187
iter 360 value 257.539297
iter 370 value 257.465389
iter 380 value 257.393181
iter 390 value 257.305655
iter 400 value 257.257244
iter 410 value 257.222679
iter 420 value 257.214988
iter 430 value 257.214435
final  value 257.214416 
converged

# weights:  174
initial  value 43059.183312 
iter  10 value 4210.995310
iter  20 value 1301.424430
iter  30 value 706.141156
iter  40 value 513.392741
iter  50 value 428.816535
iter  60 value 373.129132
iter  70 value 341.550134
iter  80 value 328.946427
iter  90 value 315.878382
iter 100 value 307.366472
iter 110 value 302.976003
iter 120 value 298.136504
iter 130 value 293.068526
iter 140 value 285.608319
iter 150 value 278.926877
iter 160 value 274.811082
iter 170 value 272.255160
iter 180 value 271.145127
iter 190 value 270.165572
iter 200 value 269.593518
iter 210 value 268.839158
iter 220 value 268.047631
iter 230 value 267.303565
iter 240 value 266.784531
iter 250 value 266.356322
iter 260 value 266.093930
iter 270 value 265.875342
iter 280 value 265.284346
iter 290 value 264.653358
iter 300 value 264.264387
iter 310 value 263.960668
iter 320 value 263.805326
iter 330 value 263.472995
iter 340 value 262.942115
iter 350 value 262.676638
iter 360 value 262.541219
iter 370 value 262.392064
iter 380 value 262.207473
iter 390 value 262.077873
iter 400 value 262.014073
iter 410 value 261.991879
iter 420 value 261.986904
iter 430 value 261.986337
final  value 261.986331 
converged
# weights:  174
initial  value 41508.486386 
iter  10 value 7307.552081
iter  20 value 1750.796454
iter  30 value 871.454010
iter  40 value 601.131802
iter  50 value 466.854254
iter  60 value 411.404621
iter  70 value 383.461703
iter  80 value 360.299052
iter  90 value 341.652258
iter 100 value 323.599996
iter 110 value 309.139553
iter 120 value 298.795730
iter 130 value 293.015961
iter 140 value 290.340738
iter 150 value 287.311610
iter 160 value 282.936638
iter 170 value 277.716443
iter 180 value 273.713405
iter 190 value 270.789804
iter 200 value 268.799790
iter 210 value 266.205928
iter 220 value 262.096953
iter 230 value 259.746005
iter 240 value 257.516666
iter 250 value 255.739771
iter 260 value 253.973925
iter 270 value 252.864378
iter 280 value 251.990947
iter 290 value 250.360488
iter 300 value 249.561885
iter 310 value 248.926843
iter 320 value 248.574052
iter 330 value 248.356934
iter 340 value 247.880376
iter 350 value 247.355852
iter 360 value 247.028454
iter 370 value 246.562068
iter 380 value 246.139863
iter 390 value 245.885999
iter 400 value 245.691472
iter 410 value 245.651614
iter 420 value 245.642445
iter 430 value 245.641905
final  value 245.641859 
converged
# weights:  174
initial  value 44192.248957 
iter  10 value 5076.095521
iter  20 value 1754.500109
iter  30 value 1058.883561
iter  40 value 694.665416
iter  50 value 558.726683
iter  60 value 477.036003
iter  70 value 430.220088
iter  80 value 405.094528
iter  90 value 383.435016
iter 100 value 345.504661
iter 110 value 320.287035
iter 120 value 300.923948
iter 130 value 285.084000
iter 140 value 276.306614
iter 150 value 271.951833
iter 160 value 265.935833
iter 170 value 262.716760
iter 180 value 260.226258
iter 190 value 258.309219
iter 200 value 256.619150
iter 210 value 254.661841
iter 220 value 252.990180
iter 230 value 252.258585
iter 240 value 251.829786
iter 250 value 251.670942
iter 260 value 251.374727
iter 270 value 250.930259
iter 280 value 250.042966
iter 290 value 249.285685
iter 300 value 249.058974
iter 310 value 248.967932
iter 320 value 248.883281
iter 330 value 248.839420
iter 340 value 248.789877
iter 350 value 248.733009
iter 360 value 248.697166
iter 370 value 248.616921
iter 380 value 248.542994
iter 390 value 248.500516
iter 400 value 248.481825
iter 410 value 248.479290
iter 420 value 248.477777
iter 430 value 248.477267
final  value 248.477224 
converged
# weights:  106
initial  value 41153.378320 
iter  10 value 13385.220224
iter  20 value 8298.228883
iter  30 value 6032.908109
iter  40 value 4775.409549
iter  50 value 3816.362887
iter  60 value 3134.951669
iter  70 value 2829.594936
iter  80 value 2318.092078
iter  90 value 1602.893584
iter 100 value 949.354943
iter 110 value 712.681515
iter 120 value 596.112434
iter 130 value 506.713212
iter 140 value 453.701818
iter 150 value 423.966318
iter 160 value 401.790890
iter 170 value 393.457272
iter 180 value 386.895463
iter 190 value 374.176501
iter 200 value 366.726129
iter 210 value 360.433037
iter 220 value 354.389540
iter 230 value 348.077538
iter 240 value 336.117451
iter 250 value 327.944901
iter 260 value 320.995021
iter 270 value 317.859077
iter 280 value 315.717254
iter 290 value 314.970782
iter 300 value 314.518955
iter 310 value 314.509132
final  value 314.509125 
converged
# weights:  174
initial  value 43825.224042 
iter  10 value 7078.104088
iter  20 value 2094.337796
iter  30 value 1304.035500
iter  40 value 840.564376
iter  50 value 626.000412
iter  60 value 548.487844
iter  70 value 494.022440
iter  80 value 434.432533
iter  90 value 397.959695
iter 100 value 368.703984
iter 110 value 344.958358
iter 120 value 331.496092
iter 130 value 320.868616
iter 140 value 311.497855
iter 150 value 304.305164
iter 160 value 296.331254
iter 170 value 288.394007
iter 180 value 278.509716
iter 190 value 272.562709
iter 200 value 267.098270
iter 210 value 265.595442
iter 220 value 264.074648
iter 230 value 262.438183
iter 240 value 261.012924
iter 250 value 260.319004
iter 260 value 259.911907
iter 270 value 259.601672
iter 280 value 259.047255
iter 290 value 258.450152
iter 300 value 258.307579
iter 310 value 258.235811
iter 320 value 258.172823
iter 330 value 258.147245
iter 340 value 258.137703
iter 350 value 258.126690
iter 360 value 258.116789
iter 370 value 258.076810
iter 380 value 258.044009
iter 390 value 258.024222
iter 400 value 258.010992
iter 410 value 258.004694
iter 420 value 258.002359
iter 430 value 258.002134
iter 430 value 258.002132
iter 430 value 258.002132
final  value 258.002132 
converged
# weights:  106
initial  value 43266.912607 
iter  10 value 12777.570872
iter  20 value 5370.416629
iter  30 value 3255.338381
iter  40 value 2408.959303
iter  50 value 1739.665106
iter  60 value 1214.579671
iter  70 value 996.821224
iter  80 value 836.679726
iter  90 value 631.828025
iter 100 value 516.096966
iter 110 value 465.596190
iter 120 value 443.359084
iter 130 value 415.626147
iter 140 value 404.404060
iter 150 value 399.870844
iter 160 value 387.121180
iter 170 value 369.619959
iter 180 value 359.560174
iter 190 value 356.298699
iter 200 value 353.561470
iter 210 value 350.234427
iter 220 value 346.653644
iter 230 value 343.115880
iter 240 value 338.716361
iter 250 value 335.917654
iter 260 value 334.032705
iter 270 value 333.626359
iter 280 value 333.575291
final  value 333.573858 
converged
# weights:  174
initial  value 41651.565735 
iter  10 value 7951.708781
iter  20 value 2158.030886
iter  30 value 1071.323235
iter  40 value 725.278955
iter  50 value 575.246404
iter  60 value 481.177957
iter  70 value 425.283566
iter  80 value 381.543475
iter  90 value 359.018238
iter 100 value 347.980523
iter 110 value 339.694787
iter 120 value 326.119977
iter 130 value 320.328458
iter 140 value 314.941756
iter 150 value 309.514877
iter 160 value 302.884806
iter 170 value 294.563520
iter 180 value 290.858771
iter 190 value 286.031631
iter 200 value 280.944076
iter 210 value 277.625221
iter 220 value 275.284770
iter 230 value 272.889964
iter 240 value 270.774448
iter 250 value 268.555607
iter 260 value 266.976439
iter 270 value 265.752136
iter 280 value 262.975865
iter 290 value 258.694960
iter 300 value 256.408932
iter 310 value 255.108656
iter 320 value 254.037481
iter 330 value 253.381646
iter 340 value 252.781125
iter 350 value 252.235444
iter 360 value 252.108808
iter 370 value 251.863692
iter 380 value 251.656072
iter 390 value 251.583762
iter 400 value 251.548229
iter 410 value 251.544364
iter 420 value 251.543555
iter 430 value 251.543437
final  value 251.543411 
converged
# weights:  174
initial  value 47588.939341 
iter  10 value 7179.602013
iter  20 value 1497.504424
iter  30 value 893.388943
iter  40 value 651.799290
iter  50 value 527.832742
iter  60 value 461.493816
iter  70 value 418.872422
iter  80 value 389.459376
iter  90 value 355.863180
iter 100 value 327.664118
iter 110 value 308.167874
iter 120 value 297.727932
iter 130 value 292.654929
iter 140 value 287.818206
iter 150 value 282.320943
iter 160 value 276.546003
iter 170 value 271.468031
iter 180 value 268.375837
iter 190 value 266.341392
iter 200 value 263.692273
iter 210 value 260.512038
iter 220 value 259.223340
iter 230 value 258.629712
iter 240 value 258.257595
iter 250 value 257.947647
iter 260 value 257.706073
iter 270 value 257.544972
iter 280 value 257.229895
iter 290 value 257.052512
iter 300 value 256.875426
iter 310 value 256.722669
iter 320 value 256.642144
iter 330 value 256.591247
iter 340 value 256.557619
iter 350 value 256.541531
iter 360 value 256.517932
iter 370 value 256.476692
iter 380 value 256.440751
iter 390 value 256.423307
iter 400 value 256.409753
iter 410 value 256.399891
iter 420 value 256.396701
iter 430 value 256.396130
final  value 256.396103 
converged
# weights:  106
initial  value 38261.062103 
iter  10 value 10127.394869
iter  20 value 3172.138166
iter  30 value 1951.485654
iter  40 value 1504.430850
iter  50 value 1025.887368
iter  60 value 721.876023
iter  70 value 582.118308
iter  80 value 500.064679
iter  90 value 422.573176
iter 100 value 381.954095
iter 110 value 362.093016
iter 120 value 353.387791
iter 130 value 350.437359
iter 140 value 349.160672
iter 150 value 345.931235
iter 160 value 344.078587
iter 170 value 343.507685
iter 180 value 343.319333
iter 190 value 343.242352
iter 200 value 343.114833
iter 210 value 343.005468
iter 220 value 342.976460
iter 230 value 342.923152
iter 240 value 342.858786
iter 250 value 342.775386
iter 260 value 342.714486
iter 270 value 342.698933
iter 280 value 342.697596
final  value 342.697528 
converged
# weights:  174
initial  value 49012.803572 
iter  10 value 5178.340776
iter  20 value 1354.784633
iter  30 value 766.266667
iter  40 value 568.763182
iter  50 value 467.352239
iter  60 value 418.756719
iter  70 value 368.651735
iter  80 value 339.564299
iter  90 value 321.079503
iter 100 value 310.155247
iter 110 value 302.712589
iter 120 value 295.325126
iter 130 value 289.537906
iter 140 value 286.199270
iter 150 value 282.680881
iter 160 value 279.376526
iter 170 value 276.748076
iter 180 value 272.987027
iter 190 value 269.269456
iter 200 value 266.131732
iter 210 value 263.678521
iter 220 value 261.638461
iter 230 value 260.891576
iter 240 value 260.071668
iter 250 value 259.511221
iter 260 value 258.884710
iter 270 value 258.191007
iter 280 value 257.857770
iter 290 value 257.588102
iter 300 value 257.384112
iter 310 value 257.154877
iter 320 value 256.649440
iter 330 value 256.437530
iter 340 value 256.276865
iter 350 value 256.112752
iter 360 value 256.044571
iter 370 value 255.889415
iter 380 value 255.660408
iter 390 value 255.247371
iter 400 value 254.319837
iter 410 value 253.787249
iter 420 value 253.680311
iter 430 value 253.657245
iter 440 value 253.651880
iter 450 value 253.651557
final  value 253.651552 
converged
# weights:  174
initial  value 40638.802164 
iter  10 value 5043.865439
iter  20 value 1699.744733
iter  30 value 1092.156145
iter  40 value 791.174211
iter  50 value 616.203772
iter  60 value 489.381546
iter  70 value 437.065302
iter  80 value 407.364852
iter  90 value 384.907856
iter 100 value 367.391492
iter 110 value 353.242397
iter 120 value 341.616244
iter 130 value 330.434749
iter 140 value 322.375570
iter 150 value 310.464122
iter 160 value 300.812674
iter 170 value 291.895332
iter 180 value 286.556343
iter 190 value 283.839159
iter 200 value 281.721626
iter 210 value 279.229576
iter 220 value 277.096865
iter 230 value 275.430700
iter 240 value 273.651684
iter 250 value 271.328075
iter 260 value 268.336795
iter 270 value 266.614120
iter 280 value 264.235539
iter 290 value 262.705346
iter 300 value 261.924809
iter 310 value 261.611230
iter 320 value 261.464010
iter 330 value 261.246699
iter 340 value 260.864858
iter 350 value 260.595385
iter 360 value 260.500375
iter 370 value 260.332107
iter 380 value 260.045414
iter 390 value 259.905162
iter 400 value 259.822528
iter 410 value 259.813217
iter 420 value 259.811250
iter 430 value 259.810882
final  value 259.810862 
converged
# weights:  174
initial  value 38623.396851 
iter  10 value 11310.862784
iter  20 value 4237.334368
iter  30 value 2392.446162
iter  40 value 1724.974538
iter  50 value 1384.209360
iter  60 value 1183.815288
iter  70 value 988.083170
iter  80 value 726.256984
iter  90 value 595.959214
iter 100 value 469.527966
iter 110 value 395.801633
iter 120 value 363.515560
iter 130 value 343.332851
iter 140 value 335.234829
iter 150 value 329.328185
iter 160 value 324.623868
iter 170 value 321.816119
iter 180 value 320.063362
iter 190 value 317.181267
iter 200 value 312.564848
iter 210 value 307.312970
iter 220 value 300.954969
iter 230 value 296.156859
iter 240 value 290.072745
iter 250 value 286.973323
iter 260 value 285.008689
iter 270 value 283.754578
iter 280 value 283.174595
iter 290 value 282.616692
iter 300 value 282.164896
iter 310 value 280.675311
iter 320 value 278.697692
iter 330 value 277.571121
iter 340 value 275.766769
iter 350 value 274.363925
iter 360 value 273.953863
iter 370 value 273.131394
iter 380 value 272.268826
iter 390 value 271.933182
iter 400 value 271.589927
iter 410 value 271.530589
iter 420 value 271.499538
iter 430 value 271.493250
iter 440 value 271.491699
final  value 271.491667 
converged
# weights:  174
initial  value 44215.861761 
iter  10 value 6869.169826
iter  20 value 1175.795305
iter  30 value 676.218270
iter  40 value 536.346574
iter  50 value 453.797102
iter  60 value 430.405208
iter  70 value 399.126180
iter  80 value 344.215384
iter  90 value 309.848611
iter 100 value 292.252626
iter 110 value 284.865413
iter 120 value 281.133582
iter 130 value 275.495018
iter 140 value 270.852571
iter 150 value 268.062692
iter 160 value 264.890663
iter 170 value 263.338405
iter 180 value 262.537444
iter 190 value 261.861421
iter 200 value 260.644535
iter 210 value 259.257567
iter 220 value 258.469969
iter 230 value 257.782295
iter 240 value 257.502450
iter 250 value 257.366005
iter 260 value 257.034832
iter 270 value 256.725971
iter 280 value 256.476747
iter 290 value 256.275326
iter 300 value 255.653817
iter 310 value 254.910501
iter 320 value 254.250931
iter 330 value 253.992407
iter 340 value 253.855139
iter 350 value 253.429553
iter 360 value 253.196838
iter 370 value 252.728672
iter 380 value 252.273892
iter 390 value 251.942897
iter 400 value 251.418016
iter 410 value 251.026584
iter 420 value 250.854421
iter 430 value 250.836088
iter 440 value 250.835418
iter 440 value 250.835416
iter 440 value 250.835416
final  value 250.835416 
converged
# weights:  174
initial  value 43651.953075 
iter  10 value 4462.903794
iter  20 value 1009.216843
iter  30 value 628.715659
iter  40 value 499.045632
iter  50 value 400.321945
iter  60 value 349.661546
iter  70 value 324.061781
iter  80 value 314.561310
iter  90 value 307.754858
iter 100 value 302.069190
iter 110 value 297.132974
iter 120 value 293.155679
iter 130 value 290.423597
iter 140 value 287.111168
iter 150 value 283.004072
iter 160 value 280.253716
iter 170 value 277.781758
iter 180 value 275.222181
iter 190 value 273.048863
iter 200 value 270.736438
iter 210 value 268.958422
iter 220 value 267.573187
iter 230 value 266.735759
iter 240 value 265.318530
iter 250 value 262.837141
iter 260 value 261.710798
iter 270 value 260.822962
iter 280 value 260.167817
iter 290 value 259.785586
iter 300 value 259.504755
iter 310 value 259.365468
iter 320 value 259.085981
iter 330 value 258.733477
iter 340 value 258.538564
iter 350 value 258.411796
iter 360 value 258.256622
iter 370 value 258.115004
iter 380 value 257.908003
iter 390 value 257.822699
iter 400 value 257.780011
iter 410 value 257.775165
iter 420 value 257.774098
iter 430 value 257.773919
final  value 257.773898 
converged
# weights:  174
initial  value 43408.157348 
iter  10 value 6166.830904
iter  20 value 1334.894531
iter  30 value 804.032997
iter  40 value 596.941325
iter  50 value 495.520082
iter  60 value 432.559285
iter  70 value 387.443431
iter  80 value 361.853817
iter  90 value 337.033624
iter 100 value 320.484045
iter 110 value 307.419257
iter 120 value 298.795267
iter 130 value 295.113451
iter 140 value 292.850873
iter 150 value 290.459504
iter 160 value 286.899716
iter 170 value 283.212189
iter 180 value 280.827604
iter 190 value 278.210371
iter 200 value 275.123492
iter 210 value 270.663149
iter 220 value 267.292809
iter 230 value 264.846436
iter 240 value 262.082418
iter 250 value 259.596708
iter 260 value 258.150766
iter 270 value 257.489374
iter 280 value 257.000657
iter 290 value 256.651736
iter 300 value 254.068042
iter 310 value 252.328048
iter 320 value 250.338647
iter 330 value 249.063400
iter 340 value 247.568867
iter 350 value 246.586077
iter 360 value 246.125110
iter 370 value 245.125846
iter 380 value 244.293369
iter 390 value 244.018843
iter 400 value 243.940582
iter 410 value 243.930806
iter 420 value 243.928951
final  value 243.928802 
converged
# weights:  174
initial  value 38803.965755 
iter  10 value 6089.617942
iter  20 value 1595.268362
iter  30 value 892.409308
iter  40 value 607.519468
iter  50 value 474.819434
iter  60 value 391.210196
iter  70 value 348.685470
iter  80 value 319.035950
iter  90 value 301.665554
iter 100 value 287.805564
iter 110 value 280.983604
iter 120 value 278.527071
iter 130 value 275.970020
iter 140 value 273.077983
iter 150 value 268.212637
iter 160 value 265.911608
iter 170 value 264.970561
iter 180 value 262.936795
iter 190 value 261.320104
iter 200 value 260.486299
iter 210 value 259.991810
iter 220 value 259.640346
iter 230 value 258.959228
iter 240 value 258.582573
iter 250 value 257.918473
iter 260 value 257.600869
iter 270 value 257.416622
iter 280 value 257.333482
iter 290 value 257.282998
iter 300 value 257.183775
iter 310 value 257.095813
iter 320 value 257.055279
iter 330 value 257.042056
iter 340 value 257.034135
iter 350 value 257.026094
iter 360 value 257.019825
iter 370 value 257.008974
iter 380 value 256.999371
iter 390 value 256.994017
iter 400 value 256.990890
iter 410 value 256.990227
final  value 256.990130 
converged
# weights:  174
initial  value 40683.630001 
iter  10 value 7090.547804
iter  20 value 1382.710350
iter  30 value 889.009309
iter  40 value 617.450004
iter  50 value 469.722112
iter  60 value 423.122014
iter  70 value 403.733887
iter  80 value 387.529299
iter  90 value 366.965470
iter 100 value 345.658508
iter 110 value 337.445691
iter 120 value 332.341405
iter 130 value 326.000244
iter 140 value 320.200327
iter 150 value 316.377839
iter 160 value 314.528819
iter 170 value 312.737245
iter 180 value 311.603958
iter 190 value 309.337352
iter 200 value 307.381145
iter 210 value 301.547656
iter 220 value 299.142635
iter 230 value 296.723872
iter 240 value 294.383422
iter 250 value 290.688485
iter 260 value 287.261553
iter 270 value 284.847715
iter 280 value 279.298523
iter 290 value 275.703673
iter 300 value 273.621656
iter 310 value 270.677977
iter 320 value 268.342923
iter 330 value 267.363579
iter 340 value 266.963795
iter 350 value 266.754973
iter 360 value 266.412169
iter 370 value 266.069438
iter 380 value 265.627908
iter 390 value 265.409829
iter 400 value 265.303558
iter 410 value 265.280842
iter 420 value 265.272180
iter 430 value 265.269731
iter 440 value 265.269389
final  value 265.269378 
converged
# weights:  174
initial  value 50839.493598 
iter  10 value 11925.471592
iter  20 value 2391.142018
iter  30 value 1261.121800
iter  40 value 961.780787
iter  50 value 787.399749
iter  60 value 688.739532
iter  70 value 565.436893
iter  80 value 440.220667
iter  90 value 342.366187
iter 100 value 298.108398
iter 110 value 279.538731
iter 120 value 272.866040
iter 130 value 269.159022
iter 140 value 266.859918
iter 150 value 265.451890
iter 160 value 263.566432
iter 170 value 261.700257
iter 180 value 260.830789
iter 190 value 260.426474
iter 200 value 259.942339
iter 210 value 259.286798
iter 220 value 259.100734
iter 230 value 258.826361
iter 240 value 258.351559
iter 250 value 258.141395
iter 260 value 257.771738
iter 270 value 257.683850
iter 280 value 257.614861
iter 290 value 257.520596
iter 300 value 257.390104
iter 310 value 257.342000
iter 320 value 257.129265
iter 330 value 257.087579
iter 340 value 257.062577
iter 350 value 257.029930
iter 360 value 257.024431
iter 370 value 257.015944
iter 380 value 257.007508
iter 390 value 257.003547
iter 400 value 257.000638
iter 410 value 257.000290
iter 420 value 257.000199
final  value 257.000194 
converged
# weights:  106
initial  value 40452.074411 
iter  10 value 8745.015220
iter  20 value 2207.924110
iter  30 value 1360.387226
iter  40 value 857.723713
iter  50 value 638.475656
iter  60 value 555.570357
iter  70 value 491.953970
iter  80 value 441.816314
iter  90 value 409.558493
iter 100 value 369.796439
iter 110 value 357.065340
iter 120 value 351.923759
iter 130 value 343.562274
iter 140 value 338.206996
iter 150 value 334.409026
iter 160 value 332.578877
iter 170 value 329.071892
iter 180 value 325.582374
iter 190 value 323.946762
iter 200 value 319.648478
iter 210 value 317.046861
iter 220 value 313.568815
iter 230 value 312.644493
iter 240 value 311.151214
iter 250 value 310.750885
iter 260 value 310.574579
iter 270 value 310.556609
iter 280 value 310.553504
final  value 310.553473 
converged
# weights:  106
initial  value 44658.683629 
iter  10 value 14426.365494
iter  20 value 5274.987062
iter  30 value 3108.791605
iter  40 value 1929.965291
iter  50 value 1318.475964
iter  60 value 1029.132677
iter  70 value 832.865463
iter  80 value 698.693822
iter  90 value 524.852070
iter 100 value 455.647612
iter 110 value 405.511155
iter 120 value 389.043564
iter 130 value 380.922601
iter 140 value 373.821451
iter 150 value 365.208978
iter 160 value 361.219702
iter 170 value 355.352942
iter 180 value 352.548222
iter 190 value 349.986421
iter 200 value 348.178098
iter 210 value 344.170129
iter 220 value 336.112713
iter 230 value 333.175463
iter 240 value 330.710702
iter 250 value 329.098156
iter 260 value 328.034287
iter 270 value 327.674253
iter 280 value 327.546712
iter 290 value 327.537573
final  value 327.537521 
converged
# weights:  174
initial  value 37520.945856 
iter  10 value 3473.834532
iter  20 value 1111.937715
iter  30 value 624.212699
iter  40 value 509.611968
iter  50 value 414.934883
iter  60 value 363.273620
iter  70 value 333.979702
iter  80 value 309.612406
iter  90 value 289.285698
iter 100 value 277.669082
iter 110 value 271.945880
iter 120 value 268.857872
iter 130 value 266.038889
iter 140 value 263.125035
iter 150 value 259.987347
iter 160 value 257.548877
iter 170 value 255.087798
iter 180 value 253.993796
iter 190 value 252.605007
iter 200 value 250.990348
iter 210 value 248.367570
iter 220 value 246.376655
iter 230 value 244.354296
iter 240 value 243.945883
iter 250 value 243.477275
iter 260 value 243.355823
iter 270 value 243.325365
iter 280 value 243.258593
iter 290 value 243.123123
iter 300 value 243.053841
iter 310 value 243.035459
iter 320 value 242.834460
iter 330 value 242.791521
final  value 242.791432 
converged
# weights:  106
initial  value 46722.223854 
iter  10 value 12924.158741
iter  20 value 3783.078725
iter  30 value 2141.486846
iter  40 value 1486.656029
iter  50 value 1092.254277
iter  60 value 821.340346
iter  70 value 645.344405
iter  80 value 537.102722
iter  90 value 481.186585
iter 100 value 434.695584
iter 110 value 418.663654
iter 120 value 407.419042
iter 130 value 398.393119
iter 140 value 391.204227
iter 150 value 383.095126
iter 160 value 372.538546
iter 170 value 366.732025
iter 180 value 364.918251
iter 190 value 363.120605
iter 200 value 361.887274
iter 210 value 358.037821
iter 220 value 357.061740
iter 230 value 355.983278
iter 240 value 354.840924
iter 250 value 353.724749
iter 260 value 353.205848
iter 270 value 353.086310
iter 280 value 353.061180
iter 290 value 353.058645
final  value 353.058634 
converged
# weights:  106
initial  value 43407.881835 
iter  10 value 12234.256336
iter  20 value 6228.301439
iter  30 value 3862.935382
iter  40 value 2586.776005
iter  50 value 2022.575937
iter  60 value 1471.141101
iter  70 value 1217.776304
iter  80 value 945.133786
iter  90 value 684.476252
iter 100 value 550.497023
iter 110 value 486.304693
iter 120 value 442.949287
iter 130 value 413.669205
iter 140 value 393.265885
iter 150 value 377.449883
iter 160 value 370.130538
iter 170 value 361.892540
iter 180 value 357.775628
iter 190 value 353.477859
iter 200 value 350.442332
iter 210 value 346.802460
iter 220 value 345.613767
iter 230 value 343.562475
iter 240 value 341.017689
iter 250 value 338.733969
iter 260 value 337.396643
iter 270 value 336.920154
iter 280 value 336.841624
iter 290 value 336.838416
final  value 336.838329 
converged
# weights:  174
initial  value 42018.601174 
iter  10 value 6090.005619
iter  20 value 2064.884643
iter  30 value 1492.971537
iter  40 value 905.718788
iter  50 value 691.984552
iter  60 value 502.497111
iter  70 value 417.979906
iter  80 value 368.312784
iter  90 value 345.707259
iter 100 value 329.415700
iter 110 value 318.548864
iter 120 value 312.359513
iter 130 value 305.719868
iter 140 value 299.950238
iter 150 value 295.909325
iter 160 value 292.550830
iter 170 value 289.058528
iter 180 value 285.038937
iter 190 value 282.773558
iter 200 value 280.702039
iter 210 value 278.615059
iter 220 value 277.532354
iter 230 value 276.206445
iter 240 value 275.012545
iter 250 value 273.689423
iter 260 value 272.214700
iter 270 value 270.971660
iter 280 value 270.360191
iter 290 value 270.222285
iter 300 value 270.091325
iter 310 value 269.958895
iter 320 value 269.747539
iter 330 value 269.617475
iter 340 value 269.506953
iter 350 value 269.424375
iter 360 value 269.340207
iter 370 value 269.229216
iter 380 value 269.121708
iter 390 value 269.054495
iter 400 value 269.026500
iter 410 value 269.021529
iter 420 value 269.020507
iter 430 value 269.020337
final  value 269.020331 
converged
# weights:  174
initial  value 42060.487892 
iter  10 value 3780.376885
iter  20 value 1152.892848
iter  30 value 702.331742
iter  40 value 488.819726
iter  50 value 424.371388
iter  60 value 369.831473
iter  70 value 334.528734
iter  80 value 315.220202
iter  90 value 301.833139
iter 100 value 290.406240
iter 110 value 282.545068
iter 120 value 277.857547
iter 130 value 275.120833
iter 140 value 271.721441
iter 150 value 267.804876
iter 160 value 265.268697
iter 170 value 262.965985
iter 180 value 261.368240
iter 190 value 259.833705
iter 200 value 258.272817
iter 210 value 256.487266
iter 220 value 255.488677
iter 230 value 254.260661
iter 240 value 253.272744
iter 250 value 252.878931
iter 260 value 252.703605
iter 270 value 252.548673
iter 280 value 252.461004
iter 290 value 252.338863
iter 300 value 252.139037
iter 310 value 251.961598
iter 320 value 251.837493
iter 330 value 251.647957
iter 340 value 251.520409
iter 350 value 251.299249
iter 360 value 251.250745
iter 370 value 251.142082
iter 380 value 251.043114
iter 390 value 250.975659
iter 400 value 250.921671
iter 410 value 250.886371
iter 420 value 250.858396
iter 430 value 250.226711
iter 440 value 249.469117
iter 450 value 249.116565
iter 460 value 249.101643
iter 470 value 249.101255
final  value 249.101246 
converged
# weights:  174
initial  value 41342.717875 
iter  10 value 9425.579957
iter  20 value 3109.399988
iter  30 value 1778.529066
iter  40 value 1185.152706
iter  50 value 977.112163
iter  60 value 732.121402
iter  70 value 602.322433
iter  80 value 499.339915
iter  90 value 420.216920
iter 100 value 349.690353
iter 110 value 309.661737
iter 120 value 290.697186
iter 130 value 281.208638
iter 140 value 275.053529
iter 150 value 270.599989
iter 160 value 264.730596
iter 170 value 260.911581
iter 180 value 258.638742
iter 190 value 257.716541
iter 200 value 256.751190
iter 210 value 254.443375
iter 220 value 253.291306
iter 230 value 252.458785
iter 240 value 251.883713
iter 250 value 251.477643
iter 260 value 251.090648
iter 270 value 250.720423
iter 280 value 250.292676
iter 290 value 250.006880
iter 300 value 249.757706
iter 310 value 249.349010
iter 320 value 249.021274
iter 330 value 248.693653
iter 340 value 248.463274
iter 350 value 247.929746
iter 360 value 247.832218
iter 370 value 247.633296
iter 380 value 247.375562
iter 390 value 247.222617
iter 400 value 247.130141
iter 410 value 247.090151
iter 420 value 247.074249
iter 430 value 247.069849
iter 440 value 247.069475
final  value 247.069469 
converged
# weights:  174
initial  value 57767.725112 
iter  10 value 5472.616634
iter  20 value 1527.059961
iter  30 value 881.562740
iter  40 value 710.173305
iter  50 value 534.582243
iter  60 value 458.445309
iter  70 value 398.057741
iter  80 value 352.400000
iter  90 value 331.740384
iter 100 value 314.028216
iter 110 value 302.218146
iter 120 value 289.701207
iter 130 value 279.895355
iter 140 value 275.627099
iter 150 value 273.269384
iter 160 value 271.492090
iter 170 value 269.794988
iter 180 value 268.527131
iter 190 value 267.849636
iter 200 value 267.147450
iter 210 value 265.970391
iter 220 value 265.355374
iter 230 value 264.886681
iter 240 value 264.516822
iter 250 value 264.240905
iter 260 value 263.912647
iter 270 value 263.798906
iter 280 value 263.729076
iter 290 value 263.692178
iter 300 value 263.653888
iter 310 value 263.587415
iter 320 value 263.534649
iter 330 value 263.502305
iter 340 value 263.479783
iter 350 value 263.470368
iter 360 value 263.465343
iter 370 value 263.459182
iter 380 value 263.454372
iter 390 value 263.452009
iter 400 value 263.450237
iter 410 value 263.449254
iter 420 value 263.448830
iter 430 value 263.448661
iter 440 value 263.448429
final  value 263.448416 
converged
# weights:  174
initial  value 41067.157173 
iter  10 value 4363.442603
iter  20 value 1988.161570
iter  30 value 983.381781
iter  40 value 604.028217
iter  50 value 511.141149
iter  60 value 438.271022
iter  70 value 385.814577
iter  80 value 356.473700
iter  90 value 336.802345
iter 100 value 314.053814
iter 110 value 297.458561
iter 120 value 287.779838
iter 130 value 283.598226
iter 140 value 281.621268
iter 150 value 279.117145
iter 160 value 277.192874
iter 170 value 276.163543
iter 180 value 275.404321
iter 190 value 275.156627
iter 200 value 274.969236
iter 210 value 274.670054
iter 220 value 274.441236
iter 230 value 274.336659
iter 240 value 274.278799
iter 250 value 274.212356
iter 260 value 274.182932
iter 270 value 274.171995
iter 280 value 274.165204
iter 290 value 274.159347
iter 300 value 274.152284
iter 310 value 274.138769
iter 320 value 274.128025
iter 330 value 274.118787
iter 340 value 274.113459
iter 350 value 274.111375
iter 360 value 274.108825
iter 370 value 274.102524
iter 380 value 274.098076
iter 390 value 274.095550
iter 400 value 274.094560
iter 410 value 274.094342
final  value 274.094338 
converged
# weights:  174
initial  value 43969.872354 
iter  10 value 4823.117769
iter  20 value 1243.967140
iter  30 value 674.571865
iter  40 value 592.103251
iter  50 value 479.178197
iter  60 value 431.511828
iter  70 value 393.601782
iter  80 value 368.549696
iter  90 value 348.287134
iter 100 value 334.388382
iter 110 value 322.272314
iter 120 value 313.336907
iter 130 value 306.567601
iter 140 value 301.091105
iter 150 value 299.028935
iter 160 value 295.779573
iter 170 value 291.649177
iter 180 value 288.067006
iter 190 value 284.782294
iter 200 value 281.646093
iter 210 value 279.156551
iter 220 value 277.659010
iter 230 value 276.757984
iter 240 value 275.972588
iter 250 value 274.919674
iter 260 value 272.562061
iter 270 value 271.097256
iter 280 value 270.142198
iter 290 value 269.520680
iter 300 value 268.941568
iter 310 value 268.422120
iter 320 value 268.127497
iter 330 value 267.673632
iter 340 value 267.372992
iter 350 value 267.021794
iter 360 value 266.753940
iter 370 value 266.239510
iter 380 value 265.628735
iter 390 value 265.313483
iter 400 value 265.201857
iter 410 value 265.179384
iter 420 value 265.174554
iter 430 value 265.174087
final  value 265.174072 
converged
# weights:  174
initial  value 42040.069623 
iter  10 value 6471.087272
iter  20 value 1582.371529
iter  30 value 767.051621
iter  40 value 529.327724
iter  50 value 462.994773
iter  60 value 410.628442
iter  70 value 378.292772
iter  80 value 347.928586
iter  90 value 319.475914
iter 100 value 302.468662
iter 110 value 294.072479
iter 120 value 288.664327
iter 130 value 277.986847
iter 140 value 267.890824
iter 150 value 264.465315
iter 160 value 263.017566
iter 170 value 261.310110
iter 180 value 260.529694
iter 190 value 259.287042
iter 200 value 258.490000
iter 210 value 257.568932
iter 220 value 256.626833
iter 230 value 255.925933
iter 240 value 255.477484
iter 250 value 255.288771
iter 260 value 255.155789
iter 270 value 254.893087
iter 280 value 254.496403
iter 290 value 254.283906
iter 300 value 254.215883
iter 310 value 254.153576
iter 320 value 254.115138
iter 330 value 254.069110
iter 340 value 253.994101
iter 350 value 253.976895
iter 360 value 253.963504
iter 370 value 253.950369
iter 380 value 253.933776
iter 390 value 253.926337
iter 400 value 253.922977
iter 410 value 253.922553
iter 420 value 253.922414
final  value 253.922405 
converged
# weights:  174
initial  value 45079.718679 
iter  10 value 9604.095763
iter  20 value 1600.928846
iter  30 value 794.443164
iter  40 value 656.090894
iter  50 value 533.123134
iter  60 value 481.237727
iter  70 value 447.102244
iter  80 value 388.506742
iter  90 value 343.026345
iter 100 value 306.160172
iter 110 value 291.318223
iter 120 value 281.385437
iter 130 value 272.968720
iter 140 value 267.387562
iter 150 value 260.466247
iter 160 value 256.008141
iter 170 value 252.340826
iter 180 value 250.422226
iter 190 value 248.563625
iter 200 value 246.479462
iter 210 value 245.395284
iter 220 value 244.646427
iter 230 value 243.144727
iter 240 value 242.151782
iter 250 value 241.934367
iter 260 value 240.878853
iter 270 value 239.253145
iter 280 value 238.528857
iter 290 value 237.949712
iter 300 value 237.877822
iter 310 value 237.540680
iter 320 value 237.525456
iter 330 value 237.483536
iter 340 value 237.483224
iter 350 value 237.480256
iter 350 value 237.480256
final  value 237.480256 
converged
# weights:  174
initial  value 46361.932903 
iter  10 value 6745.862486
iter  20 value 1919.667323
iter  30 value 1001.826152
iter  40 value 628.012050
iter  50 value 468.646702
iter  60 value 386.757024
iter  70 value 354.922207
iter  80 value 333.802561
iter  90 value 319.895725
iter 100 value 305.547002
iter 110 value 300.741996
iter 120 value 295.191862
iter 130 value 288.486597
iter 140 value 286.754312
iter 150 value 283.780292
iter 160 value 279.501128
iter 170 value 275.734306
iter 180 value 273.868555
iter 190 value 271.635570
iter 200 value 268.303417
iter 210 value 267.323118
iter 220 value 266.439229
iter 230 value 264.434733
iter 240 value 262.154249
iter 250 value 259.390518
iter 260 value 257.133413
iter 270 value 256.328388
iter 280 value 255.870360
iter 290 value 255.041083
iter 300 value 254.416943
iter 310 value 254.210301
iter 320 value 253.936258
iter 330 value 253.638619
iter 340 value 253.515276
iter 350 value 253.434969
iter 360 value 253.319320
iter 370 value 252.966527
iter 380 value 252.622346
iter 390 value 252.344041
iter 400 value 252.153632
iter 410 value 251.989990
iter 420 value 251.859442
iter 430 value 251.826923
iter 440 value 251.825737
final  value 251.825717 
converged
# weights:  174
initial  value 43210.241845 
iter  10 value 6382.934315
iter  20 value 1227.033462
iter  30 value 767.094162
iter  40 value 532.005700
iter  50 value 432.179423
iter  60 value 377.808034
iter  70 value 356.431550
iter  80 value 339.103440
iter  90 value 317.061620
iter 100 value 306.500758
iter 110 value 296.885155
iter 120 value 288.525456
iter 130 value 283.804325
iter 140 value 279.794725
iter 150 value 274.110679
iter 160 value 270.894739
iter 170 value 267.593306
iter 180 value 266.319862
iter 190 value 265.816397
iter 200 value 264.849385
iter 210 value 263.989748
iter 220 value 263.532165
iter 230 value 263.208920
iter 240 value 262.902542
iter 250 value 262.695893
iter 260 value 262.350834
iter 270 value 262.103094
iter 280 value 261.919210
iter 290 value 261.719172
iter 300 value 261.461118
iter 310 value 261.233964
iter 320 value 261.059774
iter 330 value 260.982108
iter 340 value 260.961446
iter 350 value 260.939768
iter 360 value 260.927817
iter 370 value 260.918326
iter 380 value 260.892271
iter 390 value 260.869848
iter 400 value 260.726458
iter 410 value 259.903152
iter 420 value 257.490410
iter 430 value 255.563854
iter 440 value 253.758551
iter 450 value 251.931804
iter 460 value 250.968855
iter 470 value 250.393609
iter 480 value 250.139543
iter 490 value 250.119731
final  value 250.119545 
converged
# weights:  106
initial  value 40251.946799 
iter  10 value 18142.917503
iter  20 value 7273.012067
iter  30 value 3857.992653
iter  40 value 2646.731064
iter  50 value 1616.696008
iter  60 value 1178.338979
iter  70 value 745.695478
iter  80 value 501.782041
iter  90 value 402.356991
iter 100 value 362.121443
iter 110 value 344.311643
iter 120 value 325.354398
iter 130 value 315.675652
iter 140 value 311.929929
iter 150 value 309.700465
iter 160 value 307.960530
iter 170 value 306.989234
iter 180 value 305.026007
iter 190 value 304.091915
iter 200 value 303.615069
iter 210 value 302.261213
iter 220 value 301.875988
iter 230 value 301.569651
iter 240 value 301.233364
iter 250 value 301.036632
iter 260 value 300.935251
iter 270 value 300.926940
iter 280 value 300.926180
iter 280 value 300.926178
iter 280 value 300.926178
final  value 300.926178 
converged
# weights:  106
initial  value 39989.252887 
iter  10 value 17999.835633
iter  20 value 5994.561990
iter  30 value 4128.536234
iter  40 value 2682.768335
iter  50 value 2013.229917
iter  60 value 1642.894911
iter  70 value 1293.581869
iter  80 value 843.346606
iter  90 value 625.925879
iter 100 value 529.385873
iter 110 value 469.785166
iter 120 value 434.056130
iter 130 value 389.682309
iter 140 value 360.250815
iter 150 value 347.334961
iter 160 value 340.061009
iter 170 value 336.919402
iter 180 value 334.033990
iter 190 value 330.686616
iter 200 value 323.772239
iter 210 value 320.837435
iter 220 value 320.128328
iter 230 value 319.022358
iter 240 value 316.914112
iter 250 value 314.965777
iter 260 value 314.141855
iter 270 value 313.485869
iter 280 value 313.130356
iter 290 value 313.045148
final  value 313.044657 
converged
# weights:  174
initial  value 41882.411248 
iter  10 value 8671.785666
iter  20 value 2274.016976
iter  30 value 1163.348821
iter  40 value 758.377304
iter  50 value 566.194910
iter  60 value 466.829413
iter  70 value 419.699340
iter  80 value 384.975226
iter  90 value 354.889410
iter 100 value 334.328971
iter 110 value 309.644053
iter 120 value 298.387345
iter 130 value 291.114675
iter 140 value 287.331313
iter 150 value 282.627579
iter 160 value 278.814219
iter 170 value 273.361421
iter 180 value 269.442962
iter 190 value 266.609241
iter 200 value 263.508601
iter 210 value 261.954431
iter 220 value 260.368259
iter 230 value 259.518108
iter 240 value 258.908630
iter 250 value 258.047068
iter 260 value 257.304408
iter 270 value 256.543430
iter 280 value 255.648269
iter 290 value 255.209110
iter 300 value 254.248557
iter 310 value 253.340701
iter 320 value 253.056424
iter 330 value 252.831520
iter 340 value 252.523005
iter 350 value 252.290820
iter 360 value 252.150624
iter 370 value 252.002832
iter 380 value 251.727586
iter 390 value 251.601662
iter 400 value 251.549826
iter 410 value 251.520791
iter 420 value 251.499272
iter 430 value 251.487265
iter 440 value 251.483884
final  value 251.483278 
converged
# weights:  174
initial  value 42287.026992 
iter  10 value 4483.619682
iter  20 value 989.694787
iter  30 value 628.610596
iter  40 value 469.146198
iter  50 value 389.116234
iter  60 value 334.271904
iter  70 value 315.463794
iter  80 value 295.066079
iter  90 value 280.671490
iter 100 value 272.971589
iter 110 value 267.469674
iter 120 value 263.441311
iter 130 value 261.472068
iter 140 value 259.065106
iter 150 value 256.733840
iter 160 value 254.967171
iter 170 value 253.156921
iter 180 value 251.224431
iter 190 value 248.843922
iter 200 value 246.212197
iter 210 value 244.029002
iter 220 value 242.736916
iter 230 value 241.218934
iter 240 value 239.743709
iter 250 value 239.408490
iter 260 value 239.200360
iter 270 value 239.056336
iter 280 value 238.905719
iter 290 value 238.815732
iter 300 value 238.782726
iter 310 value 238.694268
iter 320 value 238.659015
iter 330 value 238.624698
iter 340 value 238.584705
iter 350 value 238.483221
iter 360 value 238.469352
iter 370 value 238.429046
iter 380 value 238.391603
iter 390 value 238.358515
iter 400 value 238.219420
iter 410 value 238.093360
iter 420 value 238.071785
iter 430 value 238.068951
iter 440 value 238.068763
iter 440 value 238.068761
iter 440 value 238.068761
final  value 238.068761 
converged
# weights:  174
initial  value 38506.904334 
iter  10 value 3128.950798
iter  20 value 955.605289
iter  30 value 628.304101
iter  40 value 438.781991
iter  50 value 357.739219
iter  60 value 310.799005
iter  70 value 293.726192
iter  80 value 280.168741
iter  90 value 270.179149
iter 100 value 263.537236
iter 110 value 259.387388
iter 120 value 254.934907
iter 130 value 251.860265
iter 140 value 249.659396
iter 150 value 247.650589
iter 160 value 246.314151
iter 170 value 245.611920
iter 180 value 245.091276
iter 190 value 244.864402
iter 200 value 244.713605
iter 210 value 244.501593
iter 220 value 244.387242
iter 230 value 244.258199
iter 240 value 244.125331
iter 250 value 243.987066
iter 260 value 243.773764
iter 270 value 243.421481
iter 280 value 243.197208
iter 290 value 243.140244
iter 300 value 243.058393
iter 310 value 243.016764
iter 320 value 243.006129
iter 330 value 242.967167
iter 340 value 242.963766
iter 350 value 242.927672
iter 350 value 242.927672
final  value 242.927672 
converged
# weights:  174
initial  value 40595.593873 
iter  10 value 4900.266264
iter  20 value 1866.832101
iter  30 value 1107.572870
iter  40 value 663.915289
iter  50 value 527.916272
iter  60 value 421.756204
iter  70 value 372.396860
iter  80 value 341.036377
iter  90 value 322.284037
iter 100 value 312.009507
iter 110 value 308.860590
iter 120 value 303.824999
iter 130 value 299.688348
iter 140 value 295.729567
iter 150 value 293.099347
iter 160 value 291.382999
iter 170 value 290.437811
iter 180 value 287.933457
iter 190 value 281.328753
iter 200 value 278.257637
iter 210 value 277.268665
iter 220 value 276.821322
iter 230 value 276.481773
iter 240 value 275.682712
iter 250 value 274.648257
iter 260 value 272.903508
iter 270 value 267.210466
iter 280 value 266.283696
iter 290 value 265.595945
iter 300 value 265.159192
iter 310 value 264.675744
iter 320 value 264.145890
iter 330 value 263.716185
iter 340 value 263.523131
iter 350 value 263.422739
iter 360 value 263.404270
iter 370 value 263.375808
iter 380 value 263.332541
iter 390 value 263.308860
iter 400 value 263.281983
iter 410 value 262.254943
iter 420 value 259.157112
iter 430 value 256.114534
iter 440 value 255.067333
iter 450 value 254.658493
iter 460 value 254.560417
iter 470 value 254.293757
iter 480 value 254.183263
final  value 254.180519 
converged
# weights:  174
initial  value 51016.295290 
iter  10 value 8490.332874
iter  20 value 1797.576645
iter  30 value 975.389024
iter  40 value 707.865859
iter  50 value 598.875556
iter  60 value 493.527629
iter  70 value 427.931584
iter  80 value 379.543400
iter  90 value 329.775602
iter 100 value 290.980571
iter 110 value 276.354187
iter 120 value 270.460016
iter 130 value 266.559779
iter 140 value 264.083059
iter 150 value 262.571804
iter 160 value 261.506856
iter 170 value 260.906832
iter 180 value 260.481112
iter 190 value 260.162242
iter 200 value 259.952279
iter 210 value 259.204169
iter 220 value 258.385587
iter 230 value 257.974950
iter 240 value 257.320579
iter 250 value 257.035124
iter 260 value 256.767387
iter 270 value 256.349974
iter 280 value 256.073701
iter 290 value 255.859267
iter 300 value 255.648950
iter 310 value 255.412082
iter 320 value 255.250743
iter 330 value 255.018190
iter 340 value 254.777489
iter 350 value 254.645607
iter 360 value 254.526669
iter 370 value 254.206536
iter 380 value 253.964535
iter 390 value 253.819549
iter 400 value 253.776204
iter 410 value 253.769308
iter 420 value 253.767374
final  value 253.767296 
converged
# weights:  174
initial  value 40775.769908 
iter  10 value 8988.604964
iter  20 value 2561.738138
iter  30 value 1207.497170
iter  40 value 880.795869
iter  50 value 643.731724
iter  60 value 486.700672
iter  70 value 428.684866
iter  80 value 389.278944
iter  90 value 362.251662
iter 100 value 332.262285
iter 110 value 300.773400
iter 120 value 291.879034
iter 130 value 284.946681
iter 140 value 279.002632
iter 150 value 274.833644
iter 160 value 271.321549
iter 170 value 267.556671
iter 180 value 263.133419
iter 190 value 259.147528
iter 200 value 253.049152
iter 210 value 249.305334
iter 220 value 245.341481
iter 230 value 243.483767
iter 240 value 242.773412
iter 250 value 242.390440
iter 260 value 242.023178
iter 270 value 241.625317
iter 280 value 241.143279
iter 290 value 240.875355
iter 300 value 240.539188
iter 310 value 240.133651
iter 320 value 239.958714
iter 330 value 239.869473
iter 340 value 239.761688
iter 350 value 239.632096
iter 360 value 239.537522
iter 370 value 239.357424
iter 380 value 239.220710
iter 390 value 239.152364
iter 400 value 239.126003
iter 410 value 239.118041
iter 420 value 239.114415
iter 430 value 239.113899
final  value 239.113895 
converged
# weights:  106
initial  value 39720.584409 
iter  10 value 7508.754197
iter  20 value 1553.554394
iter  30 value 1114.679297
iter  40 value 897.705581
iter  50 value 762.428621
iter  60 value 627.180574
iter  70 value 561.496399
iter  80 value 487.940987
iter  90 value 394.751181
iter 100 value 376.527879
iter 110 value 367.566423
iter 120 value 361.204997
iter 130 value 354.728347
iter 140 value 351.860150
iter 150 value 347.431568
iter 160 value 343.216589
iter 170 value 342.053722
iter 180 value 339.614113
iter 190 value 338.249241
iter 200 value 337.584754
iter 210 value 336.383207
iter 220 value 336.172954
iter 230 value 336.080736
iter 240 value 335.981350
iter 250 value 335.916279
iter 260 value 335.886445
iter 270 value 335.880104
iter 280 value 335.879204
final  value 335.879174 
converged
# weights:  106
initial  value 42878.782278 
iter  10 value 5445.346419
iter  20 value 2183.464410
iter  30 value 1511.727173
iter  40 value 1045.857801
iter  50 value 784.143673
iter  60 value 530.809165
iter  70 value 463.393735
iter  80 value 423.625687
iter  90 value 395.339098
iter 100 value 385.921376
iter 110 value 381.999795
iter 120 value 378.403389
iter 130 value 375.841130
iter 140 value 374.129526
iter 150 value 370.380426
iter 160 value 367.850635
iter 170 value 366.398390
iter 180 value 365.516872
iter 190 value 358.140692
iter 200 value 331.511364
iter 210 value 321.356866
iter 220 value 316.448898
iter 230 value 313.906287
iter 240 value 311.186135
iter 250 value 309.321270
iter 260 value 308.908223
iter 270 value 308.880044
iter 280 value 308.878309
final  value 308.878294 
converged
# weights:  174
initial  value 42641.839523 
iter  10 value 6972.605535
iter  20 value 1676.696271
iter  30 value 900.888559
iter  40 value 706.183884
iter  50 value 560.774005
iter  60 value 477.960512
iter  70 value 436.932863
iter  80 value 414.594331
iter  90 value 388.414124
iter 100 value 371.648372
iter 110 value 357.700224
iter 120 value 345.913788
iter 130 value 332.891362
iter 140 value 318.525351
iter 150 value 304.559973
iter 160 value 297.110535
iter 170 value 292.956989
iter 180 value 289.303534
iter 190 value 282.950438
iter 200 value 275.317386
iter 210 value 268.534916
iter 220 value 266.562929
iter 230 value 262.588529
iter 240 value 258.989452
iter 250 value 256.632691
iter 260 value 255.296353
iter 270 value 254.206437
iter 280 value 252.718439
iter 290 value 251.721521
iter 300 value 251.511233
iter 310 value 251.342744
iter 320 value 251.054876
iter 330 value 250.802434
iter 340 value 250.612808
iter 350 value 250.454041
iter 360 value 250.384075
iter 370 value 250.173993
iter 380 value 249.951593
iter 390 value 249.776756
iter 400 value 249.645863
iter 410 value 249.608787
iter 420 value 249.596356
iter 430 value 249.595463
final  value 249.595411 
converged
# weights:  106
initial  value 44041.099467 
iter  10 value 7733.843559
iter  20 value 4082.372440
iter  30 value 2940.599517
iter  40 value 2067.984917
iter  50 value 1387.131297
iter  60 value 917.760862
iter  70 value 761.818208
iter  80 value 634.808213
iter  90 value 556.725756
iter 100 value 505.595343
iter 110 value 461.862071
iter 120 value 429.802121
iter 130 value 403.145849
iter 140 value 389.158067
iter 150 value 378.448198
iter 160 value 363.136730
iter 170 value 351.436751
iter 180 value 341.641883
iter 190 value 334.564219
iter 200 value 324.311036
iter 210 value 317.904278
iter 220 value 315.820712
iter 230 value 314.479309
iter 240 value 312.278789
iter 250 value 311.416220
iter 260 value 311.167794
iter 270 value 311.148228
iter 280 value 311.146405
final  value 311.146393 
converged
# weights:  174
initial  value 44122.696465 
iter  10 value 5248.119498
iter  20 value 1088.750395
iter  30 value 686.016392
iter  40 value 511.719158
iter  50 value 430.982146
iter  60 value 378.299665
iter  70 value 347.359973
iter  80 value 330.639070
iter  90 value 322.757937
iter 100 value 311.380984
iter 110 value 304.170907
iter 120 value 292.252745
iter 130 value 281.363395
iter 140 value 274.972955
iter 150 value 272.373703
iter 160 value 270.784886
iter 170 value 268.819918
iter 180 value 267.195613
iter 190 value 266.150183
iter 200 value 265.361026
iter 210 value 264.707585
iter 220 value 264.268631
iter 230 value 263.396313
iter 240 value 261.935531
iter 250 value 260.985078
iter 260 value 259.836176
iter 270 value 258.701527
iter 280 value 256.884228
iter 290 value 255.215096
iter 300 value 253.991548
iter 310 value 253.125602
iter 320 value 252.763579
iter 330 value 252.651571
iter 340 value 252.156808
iter 350 value 251.650895
iter 360 value 251.527539
iter 370 value 251.259774
iter 380 value 250.858428
iter 390 value 250.667728
iter 400 value 250.577047
iter 410 value 250.547350
iter 420 value 250.539035
iter 430 value 250.537936
final  value 250.537877 
converged
# weights:  174
initial  value 45133.799681 
iter  10 value 6327.324139
iter  20 value 1349.780367
iter  30 value 773.446185
iter  40 value 552.342351
iter  50 value 447.198728
iter  60 value 384.687165
iter  70 value 367.098060
iter  80 value 353.174803
iter  90 value 338.978002
iter 100 value 326.099044
iter 110 value 314.010160
iter 120 value 305.513917
iter 130 value 298.294694
iter 140 value 293.687222
iter 150 value 284.192633
iter 160 value 275.730316
iter 170 value 269.631232
iter 180 value 265.285448
iter 190 value 262.885707
iter 200 value 260.968841
iter 210 value 260.141660
iter 220 value 259.446639
iter 230 value 258.775246
iter 240 value 258.145567
iter 250 value 256.991113
iter 260 value 256.009533
iter 270 value 254.752545
iter 280 value 253.894843
iter 290 value 253.367439
iter 300 value 252.770443
iter 310 value 251.885409
iter 320 value 251.270835
iter 330 value 250.501605
iter 340 value 250.007447
iter 350 value 249.782788
iter 360 value 249.740282
iter 370 value 249.638988
iter 380 value 249.514051
iter 390 value 249.390322
iter 400 value 249.051729
iter 410 value 248.836238
iter 420 value 248.773519
iter 430 value 248.750658
iter 440 value 248.742832
iter 450 value 248.741721
final  value 248.741683 
converged
# weights:  106
initial  value 45388.752020 
iter  10 value 10306.245838
iter  20 value 2859.176265
iter  30 value 1732.655189
iter  40 value 1190.156820
iter  50 value 882.689484
iter  60 value 704.072898
iter  70 value 632.485570
iter  80 value 539.715274
iter  90 value 463.981345
iter 100 value 431.278760
iter 110 value 406.455984
iter 120 value 389.822999
iter 130 value 381.480278
iter 140 value 361.641088
iter 150 value 352.084717
iter 160 value 342.358517
iter 170 value 340.386913
iter 180 value 338.890212
iter 190 value 333.104434
iter 200 value 330.399924
iter 210 value 315.841282
iter 220 value 314.313575
iter 230 value 311.347241
iter 240 value 307.098567
iter 250 value 304.242867
iter 260 value 300.383448
iter 270 value 297.513294
iter 280 value 296.747758
iter 290 value 296.595534
final  value 296.591857 
converged
# weights:  174
initial  value 48404.991057 
iter  10 value 9737.250775
iter  20 value 1937.228892
iter  30 value 999.923633
iter  40 value 746.643214
iter  50 value 565.285898
iter  60 value 491.730743
iter  70 value 437.579953
iter  80 value 408.397167
iter  90 value 390.565905
iter 100 value 373.022797
iter 110 value 362.338202
iter 120 value 355.286366
iter 130 value 349.205437
iter 140 value 331.669184
iter 150 value 308.836116
iter 160 value 297.368162
iter 170 value 288.346177
iter 180 value 279.149608
iter 190 value 273.302850
iter 200 value 269.206698
iter 210 value 265.879082
iter 220 value 262.540136
iter 230 value 259.819418
iter 240 value 257.288009
iter 250 value 255.845498
iter 260 value 254.912357
iter 270 value 253.027554
iter 280 value 251.519285
iter 290 value 250.861281
iter 300 value 250.390148
iter 310 value 250.148506
iter 320 value 249.852133
iter 330 value 249.458818
iter 340 value 248.973547
iter 350 value 248.250366
iter 360 value 247.741659
iter 370 value 247.183842
iter 380 value 246.448392
iter 390 value 246.003821
iter 400 value 245.827816
iter 410 value 245.764456
iter 420 value 245.730683
iter 430 value 245.726153
final  value 245.726026 
converged
# weights:  106
initial  value 40496.095106 
iter  10 value 6564.717389
iter  20 value 1443.316021
iter  30 value 911.918075
iter  40 value 623.319990
iter  50 value 513.222035
iter  60 value 466.884762
iter  70 value 444.038717
iter  80 value 412.274496
iter  90 value 390.738394
iter 100 value 366.018926
iter 110 value 353.189986
iter 120 value 343.831705
iter 130 value 331.297485
iter 140 value 327.434914
iter 150 value 321.816715
iter 160 value 317.466515
iter 170 value 316.181554
iter 180 value 315.973609
iter 190 value 315.651601
iter 200 value 315.326416
iter 210 value 314.981009
iter 220 value 314.777718
iter 230 value 314.649372
iter 240 value 314.327868
iter 250 value 314.192766
iter 260 value 314.148910
iter 270 value 314.144787
final  value 314.144610 
converged
# weights:  174
initial  value 45771.810242 
iter  10 value 6194.337380
iter  20 value 1574.392495
iter  30 value 810.138578
iter  40 value 600.261766
iter  50 value 454.198314
iter  60 value 401.168033
iter  70 value 366.973104
iter  80 value 345.256809
iter  90 value 330.249430
iter 100 value 320.918554
iter 110 value 311.935431
iter 120 value 300.904373
iter 130 value 290.776522
iter 140 value 285.058677
iter 150 value 280.941309
iter 160 value 278.229330
iter 170 value 275.965856
iter 180 value 274.139621
iter 190 value 271.749774
iter 200 value 269.466715
iter 210 value 267.256281
iter 220 value 265.853189
iter 230 value 264.703390
iter 240 value 263.709320
iter 250 value 263.161653
iter 260 value 262.707258
iter 270 value 261.635464
iter 280 value 260.819134
iter 290 value 260.131552
iter 300 value 259.511397
iter 310 value 258.973900
iter 320 value 258.647750
iter 330 value 258.461731
iter 340 value 258.308466
iter 350 value 257.926290
iter 360 value 257.632929
iter 370 value 257.074100
iter 380 value 256.415479
iter 390 value 256.001116
iter 400 value 255.714455
iter 410 value 255.666372
iter 420 value 255.654536
iter 430 value 255.653777
final  value 255.653759 
converged
# weights:  174
initial  value 43664.959707 
iter  10 value 11088.508150
iter  20 value 2443.628111
iter  30 value 1075.587224
iter  40 value 771.693127
iter  50 value 613.167698
iter  60 value 501.044980
iter  70 value 442.907386
iter  80 value 396.608105
iter  90 value 352.818332
iter 100 value 316.337154
iter 110 value 289.021875
iter 120 value 277.072362
iter 130 value 270.794719
iter 140 value 268.901294
iter 150 value 266.308946
iter 160 value 261.417023
iter 170 value 259.577367
iter 180 value 259.138592
iter 190 value 258.600150
iter 200 value 258.268719
iter 210 value 258.060785
iter 220 value 257.965772
iter 230 value 257.064563
iter 240 value 254.033711
iter 250 value 253.489172
iter 260 value 253.357001
iter 270 value 253.168354
iter 280 value 252.635134
iter 290 value 252.586676
iter 300 value 252.528044
iter 310 value 252.310839
iter 320 value 251.946875
iter 330 value 251.912389
iter 340 value 251.903303
iter 350 value 251.891254
iter 360 value 251.874792
iter 370 value 251.856567
iter 380 value 251.831236
iter 390 value 251.818443
iter 400 value 251.811603
iter 410 value 251.809643
iter 420 value 251.808921
final  value 251.808828 
converged
# weights:  174
initial  value 39551.060051 
iter  10 value 4771.145799
iter  20 value 1985.505466
iter  30 value 1108.559900
iter  40 value 786.921052
iter  50 value 552.000222
iter  60 value 420.591493
iter  70 value 366.701758
iter  80 value 341.757062
iter  90 value 326.022006
iter 100 value 309.673204
iter 110 value 297.333866
iter 120 value 291.330185
iter 130 value 284.441327
iter 140 value 274.952241
iter 150 value 270.103935
iter 160 value 260.376570
iter 170 value 256.515900
iter 180 value 254.508725
iter 190 value 252.009100
iter 200 value 249.846315
iter 210 value 248.403277
iter 220 value 247.507493
iter 230 value 246.474308
iter 240 value 244.874342
iter 250 value 243.595080
iter 260 value 242.907501
iter 270 value 242.204284
iter 280 value 241.290537
iter 290 value 240.565170
iter 300 value 239.263997
iter 310 value 238.030588
iter 320 value 237.046490
iter 330 value 236.682846
iter 340 value 236.181990
iter 350 value 235.814213
iter 360 value 235.737757
iter 370 value 235.584295
iter 380 value 235.410568
iter 390 value 235.311622
iter 400 value 235.254523
iter 410 value 235.238357
iter 420 value 235.235036
iter 430 value 235.233624
final  value 235.233413 
converged
# weights:  174
initial  value 45026.039905 
iter  10 value 5908.739929
iter  20 value 1569.639231
iter  30 value 910.403380
iter  40 value 609.068195
iter  50 value 429.412831
iter  60 value 373.665412
iter  70 value 327.101334
iter  80 value 311.494743
iter  90 value 298.170065
iter 100 value 285.111562
iter 110 value 277.840667
iter 120 value 272.556979
iter 130 value 268.922687
iter 140 value 265.440090
iter 150 value 261.425720
iter 160 value 257.898892
iter 170 value 255.453340
iter 180 value 253.836380
iter 190 value 251.941311
iter 200 value 250.323403
iter 210 value 248.343126
iter 220 value 247.353393
iter 230 value 246.893666
iter 240 value 246.430932
iter 250 value 245.922014
iter 260 value 245.387807
iter 270 value 244.623301
iter 280 value 243.611128
iter 290 value 243.094892
iter 300 value 242.605798
iter 310 value 242.233560
iter 320 value 241.968542
iter 330 value 241.805016
iter 340 value 241.670813
iter 350 value 241.532793
iter 360 value 241.472303
iter 370 value 241.381964
iter 380 value 241.268925
iter 390 value 241.209216
iter 400 value 241.182271
iter 410 value 241.175688
iter 420 value 241.173768
iter 430 value 241.173448
final  value 241.173434 
converged
# weights:  174
initial  value 46765.471141 
iter  10 value 4304.855078
iter  20 value 1374.060458
iter  30 value 829.326995
iter  40 value 625.824810
iter  50 value 470.598156
iter  60 value 413.262574
iter  70 value 355.642378
iter  80 value 324.144067
iter  90 value 306.478891
iter 100 value 295.869067
iter 110 value 290.411986
iter 120 value 288.546438
iter 130 value 286.228322
iter 140 value 284.563392
iter 150 value 282.725545
iter 160 value 281.094041
iter 170 value 278.264932
iter 180 value 276.665637
iter 190 value 275.382767
iter 200 value 273.698463
iter 210 value 270.984467
iter 220 value 267.402696
iter 230 value 265.304934
iter 240 value 264.119398
iter 250 value 263.343235
iter 260 value 262.891407
iter 270 value 262.563776
iter 280 value 262.297277
iter 290 value 261.852149
iter 300 value 260.979741
iter 310 value 259.363620
iter 320 value 258.624596
iter 330 value 258.238539
iter 340 value 258.137323
iter 350 value 258.059117
iter 360 value 258.035638
iter 370 value 257.980736
iter 380 value 257.937728
iter 390 value 257.895208
iter 400 value 257.828444
iter 410 value 257.687150
iter 420 value 257.596431
iter 430 value 257.562782
iter 440 value 257.552507
final  value 257.552303 
converged
# weights:  174
initial  value 42198.967197 
iter  10 value 7385.888477
iter  20 value 1645.871323
iter  30 value 849.396249
iter  40 value 607.414523
iter  50 value 492.078230
iter  60 value 428.250307
iter  70 value 404.051797
iter  80 value 381.824294
iter  90 value 361.851582
iter 100 value 347.147526
iter 110 value 333.909791
iter 120 value 326.753213
iter 130 value 320.846451
iter 140 value 317.446761
iter 150 value 314.560891
iter 160 value 312.306388
iter 170 value 309.957799
iter 180 value 306.347632
iter 190 value 303.076782
iter 200 value 300.606108
iter 210 value 298.013150
iter 220 value 293.324015
iter 230 value 290.843757
iter 240 value 287.776732
iter 250 value 285.881840
iter 260 value 284.792519
iter 270 value 283.575783
iter 280 value 282.088521
iter 290 value 281.354433
iter 300 value 280.381214
iter 310 value 279.416671
iter 320 value 278.878162
iter 330 value 278.229814
iter 340 value 275.873996
iter 350 value 272.244977
iter 360 value 270.410390
iter 370 value 268.641481
iter 380 value 265.483797
iter 390 value 263.968467
iter 400 value 263.096798
iter 410 value 262.808038
iter 420 value 262.650239
iter 430 value 262.626221
iter 440 value 262.624859
final  value 262.624825 
converged
# weights:  174
initial  value 45190.126956 
iter  10 value 9821.820886
iter  20 value 4471.670928
iter  30 value 2554.799788
iter  40 value 1617.089833
iter  50 value 1352.153146
iter  60 value 1039.941075
iter  70 value 860.312766
iter  80 value 686.454878
iter  90 value 573.858932
iter 100 value 499.833629
iter 110 value 445.426505
iter 120 value 415.950772
iter 130 value 391.667881
iter 140 value 373.089453
iter 150 value 365.978533
iter 160 value 350.810823
iter 170 value 338.379343
iter 180 value 329.389752
iter 190 value 320.775461
iter 200 value 315.794276
iter 210 value 310.890056
iter 220 value 307.383582
iter 230 value 303.234514
iter 240 value 297.480536
iter 250 value 293.484842
iter 260 value 289.886160
iter 270 value 285.081205
iter 280 value 282.427266
iter 290 value 278.626286
iter 300 value 272.746455
iter 310 value 270.821940
iter 320 value 269.519602
iter 330 value 268.323565
iter 340 value 267.685051
iter 350 value 266.330727
iter 360 value 266.041386
iter 370 value 265.558197
iter 380 value 264.747756
iter 390 value 264.083538
iter 400 value 262.886962
iter 410 value 261.618956
iter 420 value 260.847484
iter 430 value 260.445164
iter 440 value 260.179196
iter 450 value 259.756148
iter 460 value 259.233519
iter 470 value 259.059540
iter 480 value 258.872822
iter 490 value 258.702621
iter 500 value 258.523670
iter 510 value 258.483715
iter 520 value 258.482556
final  value 258.482426 
converged
# weights:  174
initial  value 42022.821654 
iter  10 value 7006.978320
iter  20 value 2367.817806
iter  30 value 1020.255409
iter  40 value 673.723782
iter  50 value 483.369452
iter  60 value 413.168423
iter  70 value 384.916667
iter  80 value 364.732181
iter  90 value 343.721196
iter 100 value 317.305384
iter 110 value 298.479350
iter 120 value 291.478148
iter 130 value 283.855694
iter 140 value 276.679224
iter 150 value 271.897542
iter 160 value 266.051539
iter 170 value 260.693314
iter 180 value 256.753560
iter 190 value 254.096082
iter 200 value 252.631420
iter 210 value 251.842988
iter 220 value 251.384378
iter 230 value 250.700204
iter 240 value 250.331697
iter 250 value 249.663642
iter 260 value 248.770487
iter 270 value 247.857880
iter 280 value 247.349962
iter 290 value 246.881637
iter 300 value 246.507578
iter 310 value 246.241574
iter 320 value 246.081727
iter 330 value 245.958467
iter 340 value 245.800063
iter 350 value 245.593975
iter 360 value 245.557970
iter 370 value 245.475524
iter 380 value 245.380857
iter 390 value 245.341257
iter 400 value 245.329492
iter 410 value 245.327509
final  value 245.326909 
converged
# weights:  174
initial  value 40357.594070 
iter  10 value 4944.056426
iter  20 value 1626.578583
iter  30 value 727.202536
iter  40 value 498.766691
iter  50 value 406.050826
iter  60 value 361.150782
iter  70 value 347.839836
iter  80 value 339.812345
iter  90 value 327.141607
iter 100 value 312.676210
iter 110 value 304.150699
iter 120 value 298.446866
iter 130 value 294.817425
iter 140 value 289.301611
iter 150 value 285.236423
iter 160 value 278.804435
iter 170 value 274.425495
iter 180 value 272.079825
iter 190 value 270.726416
iter 200 value 269.899823
iter 210 value 268.436238
iter 220 value 266.479924
iter 230 value 264.318058
iter 240 value 262.665186
iter 250 value 259.469236
iter 260 value 255.987911
iter 270 value 254.603329
iter 280 value 254.104340
iter 290 value 253.572030
iter 300 value 252.948564
iter 310 value 252.356372
iter 320 value 251.328644
iter 330 value 250.658023
iter 340 value 250.204729
iter 350 value 249.907408
iter 360 value 249.758917
iter 370 value 249.545194
iter 380 value 249.319628
iter 390 value 249.185744
iter 400 value 249.116403
iter 410 value 249.089900
iter 420 value 249.079392
iter 430 value 249.076612
iter 440 value 249.075784
iter 450 value 249.075577
final  value 249.075551 
converged
# weights:  174
initial  value 46209.558234 
iter  10 value 5944.585545
iter  20 value 1755.119713
iter  30 value 754.800481
iter  40 value 518.076865
iter  50 value 418.418872
iter  60 value 375.004540
iter  70 value 356.819825
iter  80 value 345.751554
iter  90 value 334.124949
iter 100 value 316.587850
iter 110 value 298.899453
iter 120 value 292.230547
iter 130 value 284.690616
iter 140 value 280.365236
iter 150 value 277.197936
iter 160 value 273.070206
iter 170 value 267.807502
iter 180 value 264.795539
iter 190 value 262.515386
iter 200 value 260.642918
iter 210 value 258.972703
iter 220 value 257.934497
iter 230 value 256.710234
iter 240 value 255.560018
iter 250 value 254.567351
iter 260 value 253.843814
iter 270 value 253.592114
iter 280 value 253.301152
iter 290 value 252.703400
iter 300 value 251.494287
iter 310 value 250.128987
iter 320 value 249.305644
iter 330 value 248.878662
iter 340 value 248.713832
iter 350 value 248.487549
iter 360 value 248.460711
iter 370 value 248.407224
iter 380 value 248.333423
iter 390 value 248.300070
iter 400 value 248.277751
iter 410 value 248.271818
iter 420 value 248.270126
iter 430 value 248.269891
iter 430 value 248.269890
iter 430 value 248.269890
final  value 248.269890 
converged
# weights:  174
initial  value 40442.870290 
iter  10 value 6032.642685
iter  20 value 1315.143088
iter  30 value 753.616354
iter  40 value 550.809208
iter  50 value 439.230911
iter  60 value 384.796623
iter  70 value 358.988155
iter  80 value 336.549835
iter  90 value 317.025316
iter 100 value 296.679542
iter 110 value 284.353739
iter 120 value 278.326030
iter 130 value 273.638649
iter 140 value 271.082388
iter 150 value 269.032416
iter 160 value 267.928601
iter 170 value 266.876435
iter 180 value 265.817682
iter 190 value 265.223351
iter 200 value 264.439215
iter 210 value 263.922092
iter 220 value 263.436791
iter 230 value 263.000113
iter 240 value 261.876996
iter 250 value 260.509504
iter 260 value 260.187887
iter 270 value 259.949243
iter 280 value 259.925764
iter 290 value 259.714629
iter 300 value 258.698528
iter 310 value 258.248998
iter 320 value 256.449432
iter 330 value 254.589063
iter 340 value 252.839267
iter 350 value 252.208451
iter 360 value 252.092097
iter 370 value 251.583463
iter 380 value 251.220236
iter 390 value 250.983532
iter 400 value 250.906236
iter 410 value 250.893627
iter 420 value 250.891167
iter 430 value 250.890693
final  value 250.890678 
converged
# weights:  174
initial  value 43344.072496 
iter  10 value 7070.734712
iter  20 value 1725.958825
iter  30 value 903.744516
iter  40 value 646.114317
iter  50 value 534.600725
iter  60 value 487.975784
iter  70 value 452.083206
iter  80 value 406.821517
iter  90 value 368.714046
iter 100 value 341.264497
iter 110 value 328.575185
iter 120 value 321.654469
iter 130 value 318.203644
iter 140 value 314.465457
iter 150 value 312.279719
iter 160 value 307.918891
iter 170 value 304.237223
iter 180 value 288.858446
iter 190 value 279.979464
iter 200 value 276.032052
iter 210 value 274.210062
iter 220 value 271.235890
iter 230 value 269.166019
iter 240 value 267.806382
iter 250 value 266.936800
iter 260 value 266.011080
iter 270 value 264.427547
iter 280 value 262.270625
iter 290 value 260.734931
iter 300 value 257.908915
iter 310 value 256.232676
iter 320 value 255.411841
iter 330 value 255.277465
iter 340 value 254.294618
iter 350 value 252.193728
iter 360 value 251.795851
iter 370 value 250.890110
iter 380 value 249.121011
iter 390 value 247.856598
iter 400 value 246.352408
iter 410 value 244.814197
iter 420 value 243.547611
iter 430 value 242.895462
iter 440 value 242.442449
iter 450 value 242.215203
iter 460 value 242.118782
iter 470 value 242.110365
final  value 242.110323 
converged
# weights:  174
initial  value 38772.238902 
iter  10 value 4715.234490
iter  20 value 2202.917936
iter  30 value 1042.744101
iter  40 value 630.862619
iter  50 value 513.200450
iter  60 value 447.108679
iter  70 value 419.132904
iter  80 value 400.422540
iter  90 value 379.251080
iter 100 value 354.182321
iter 110 value 324.291845
iter 120 value 307.401509
iter 130 value 300.019713
iter 140 value 297.218514
iter 150 value 294.060789
iter 160 value 290.150401
iter 170 value 287.401607
iter 180 value 283.971967
iter 190 value 281.892650
iter 200 value 281.025448
iter 210 value 280.340379
iter 220 value 279.510911
iter 230 value 278.768599
iter 240 value 277.834829
iter 250 value 277.307939
iter 260 value 276.871764
iter 270 value 276.371005
iter 280 value 275.824601
iter 290 value 274.324276
iter 300 value 273.055654
iter 310 value 263.110381
iter 320 value 259.995670
iter 330 value 258.383805
iter 340 value 257.300653
iter 350 value 256.761319
iter 360 value 256.196452
iter 370 value 255.133661
iter 380 value 253.936501
iter 390 value 253.235293
iter 400 value 252.420284
iter 410 value 251.715530
iter 420 value 251.448389
iter 430 value 251.383703
iter 440 value 251.378948
iter 450 value 251.378687
iter 460 value 251.378265
final  value 251.378209 
converged
# weights:  174
initial  value 40205.388796 
iter  10 value 7022.733174
iter  20 value 1800.116141
iter  30 value 896.377017
iter  40 value 667.912269
iter  50 value 531.312886
iter  60 value 450.933618
iter  70 value 411.554074
iter  80 value 367.819703
iter  90 value 331.169787
iter 100 value 314.129156
iter 110 value 302.403810
iter 120 value 294.326860
iter 130 value 288.508605
iter 140 value 282.244286
iter 150 value 277.619139
iter 160 value 272.846131
iter 170 value 269.462780
iter 180 value 267.121298
iter 190 value 264.943169
iter 200 value 261.426774
iter 210 value 259.337165
iter 220 value 257.965705
iter 230 value 257.511528
iter 240 value 257.267779
iter 250 value 257.039701
iter 260 value 256.141480
iter 270 value 252.184126
iter 280 value 244.589000
iter 290 value 241.836595
iter 300 value 240.397514
iter 310 value 239.924404
iter 320 value 239.273840
iter 330 value 238.991467
iter 340 value 238.844893
iter 350 value 238.752926
iter 360 value 238.437946
iter 370 value 238.023697
iter 380 value 237.476205
iter 390 value 237.184651
iter 400 value 237.041812
iter 410 value 236.928501
iter 420 value 236.443416
iter 430 value 236.276529
iter 440 value 236.232993
iter 450 value 236.214092
iter 460 value 236.208848
iter 470 value 236.207200
final  value 236.207105 
converged
# weights:  174
initial  value 43915.863323 
iter  10 value 4332.541025
iter  20 value 1544.703448
iter  30 value 986.586023
iter  40 value 694.538300
iter  50 value 508.383603
iter  60 value 432.369323
iter  70 value 365.335356
iter  80 value 327.895638
iter  90 value 302.770905
iter 100 value 289.105576
iter 110 value 278.891523
iter 120 value 271.888525
iter 130 value 265.392882
iter 140 value 259.770391
iter 150 value 254.992573
iter 160 value 251.513075
iter 170 value 249.391338
iter 180 value 247.198897
iter 190 value 242.600971
iter 200 value 239.622167
iter 210 value 237.695940
iter 220 value 236.736566
iter 230 value 235.987990
iter 240 value 235.689620
iter 250 value 235.458357
iter 260 value 235.110795
iter 270 value 234.826236
iter 280 value 234.412041
iter 290 value 234.081542
iter 300 value 233.945156
iter 310 value 233.746369
iter 320 value 233.669197
iter 330 value 233.606878
iter 340 value 233.590415
iter 350 value 233.571304
iter 360 value 233.555771
iter 370 value 233.526066
iter 380 value 233.501326
iter 390 value 233.486949
iter 400 value 233.480661
iter 410 value 233.478087
iter 420 value 233.477547
final  value 233.477476 
converged
# weights:  174
initial  value 42452.600394 
iter  10 value 8342.977663
iter  20 value 2253.797972
iter  30 value 1210.447514
iter  40 value 786.596807
iter  50 value 648.484098
iter  60 value 537.449197
iter  70 value 485.935981
iter  80 value 437.943794
iter  90 value 405.816921
iter 100 value 373.432909
iter 110 value 349.794914
iter 120 value 336.608926
iter 130 value 329.456711
iter 140 value 324.691357
iter 150 value 322.513680
iter 160 value 320.692117
iter 170 value 316.752228
iter 180 value 309.599607
iter 190 value 299.441059
iter 200 value 296.351566
iter 210 value 294.584053
iter 220 value 292.456640
iter 230 value 290.051904
iter 240 value 288.401660
iter 250 value 287.043291
iter 260 value 286.280216
iter 270 value 285.631793
iter 280 value 284.049825
iter 290 value 280.961051
iter 300 value 277.008858
iter 310 value 273.346514
iter 320 value 270.795398
iter 330 value 269.379938
iter 340 value 268.162787
iter 350 value 267.412140
iter 360 value 266.681667
iter 370 value 264.996509
iter 380 value 264.071609
iter 390 value 263.420695
iter 400 value 263.184357
iter 410 value 263.141105
iter 420 value 263.128838
iter 430 value 263.120826
iter 440 value 263.119342
final  value 263.119323 
converged
# weights:  174
initial  value 49102.716447 
iter  10 value 6442.426619
iter  20 value 1883.033943
iter  30 value 953.058121
iter  40 value 701.772865
iter  50 value 489.924282
iter  60 value 417.062904
iter  70 value 366.851564
iter  80 value 345.864653
iter  90 value 331.495782
iter 100 value 321.449718
iter 110 value 313.047183
iter 120 value 308.760713
iter 130 value 304.934181
iter 140 value 297.341618
iter 150 value 290.717017
iter 160 value 284.364170
iter 170 value 280.866642
iter 180 value 276.549824
iter 190 value 271.901715
iter 200 value 269.493473
iter 210 value 267.056281
iter 220 value 265.774773
iter 230 value 264.707115
iter 240 value 264.180732
iter 250 value 262.904514
iter 260 value 257.711580
iter 270 value 255.746336
iter 280 value 254.554138
iter 290 value 254.134765
iter 300 value 253.879405
iter 310 value 253.551671
iter 320 value 253.264659
iter 330 value 253.077104
iter 340 value 252.423842
iter 350 value 251.002173
iter 360 value 250.330544
iter 370 value 248.924079
iter 380 value 246.302032
iter 390 value 244.937489
iter 400 value 244.135178
iter 410 value 244.007241
iter 420 value 243.970065
iter 430 value 243.964505
iter 440 value 243.964260
iter 440 value 243.964258
iter 440 value 243.964258
final  value 243.964258 
converged
# weights:  106
initial  value 43567.449450 
iter  10 value 9945.839063
iter  20 value 4484.565590
iter  30 value 1966.607675
iter  40 value 1361.491160
iter  50 value 918.508479
iter  60 value 645.411795
iter  70 value 526.848530
iter  80 value 445.328477
iter  90 value 415.363251
iter 100 value 392.408816
iter 110 value 368.900887
iter 120 value 356.830417
iter 130 value 343.790183
iter 140 value 331.289370
iter 150 value 319.863865
iter 160 value 313.053964
iter 170 value 308.491646
iter 180 value 306.521234
iter 190 value 305.480761
iter 200 value 304.139824
iter 210 value 302.729667
iter 220 value 301.177868
iter 230 value 299.949147
iter 240 value 297.804450
iter 250 value 296.882671
iter 260 value 296.526541
iter 270 value 296.493665
iter 280 value 296.488815
final  value 296.488804 
converged
# weights:  174
initial  value 46553.267137 
iter  10 value 12787.207639
iter  20 value 4460.353530
iter  30 value 2168.068717
iter  40 value 1432.579862
iter  50 value 963.559767
iter  60 value 706.143233
iter  70 value 604.142090
iter  80 value 535.569365
iter  90 value 492.803531
iter 100 value 431.968303
iter 110 value 389.120334
iter 120 value 364.252601
iter 130 value 345.533872
iter 140 value 327.737784
iter 150 value 311.504158
iter 160 value 290.657566
iter 170 value 278.620516
iter 180 value 273.035559
iter 190 value 270.524993
iter 200 value 269.008938
iter 210 value 267.382477
iter 220 value 265.794401
iter 230 value 264.392083
iter 240 value 263.174149
iter 250 value 261.164063
iter 260 value 259.989051
iter 270 value 258.759797
iter 280 value 257.617645
iter 290 value 256.588386
iter 300 value 255.760750
iter 310 value 255.261043
iter 320 value 254.447464
iter 330 value 253.983142
iter 340 value 253.507363
iter 350 value 253.114143
iter 360 value 252.997567
iter 370 value 252.802307
iter 380 value 252.584383
iter 390 value 252.452952
iter 400 value 252.384113
iter 410 value 252.359220
iter 420 value 252.343215
iter 430 value 252.340433
final  value 252.340353 
converged
# weights:  174
initial  value 49788.247635 
iter  10 value 6135.624231
iter  20 value 1479.754790
iter  30 value 862.131490
iter  40 value 716.823305
iter  50 value 540.016778
iter  60 value 459.095751
iter  70 value 402.652795
iter  80 value 342.183510
iter  90 value 318.348838
iter 100 value 305.004573
iter 110 value 294.721406
iter 120 value 288.473281
iter 130 value 283.979614
iter 140 value 278.036988
iter 150 value 272.582012
iter 160 value 268.651742
iter 170 value 265.459139
iter 180 value 264.162714
iter 190 value 263.470760
iter 200 value 262.893283
iter 210 value 261.819152
iter 220 value 259.733767
iter 230 value 257.492017
iter 240 value 256.377233
iter 250 value 255.648191
iter 260 value 255.166580
iter 270 value 254.740506
iter 280 value 252.632656
iter 290 value 251.055471
iter 300 value 248.444093
iter 310 value 246.564052
iter 320 value 245.368153
iter 330 value 244.670518
iter 340 value 244.169679
iter 350 value 243.796261
iter 360 value 242.613688
iter 370 value 241.030837
iter 380 value 239.270892
iter 390 value 238.102229
iter 400 value 236.690868
iter 410 value 235.809694
iter 420 value 235.115742
iter 430 value 234.817880
iter 440 value 234.775374
iter 450 value 234.761415
iter 460 value 234.758441
iter 470 value 234.757720
final  value 234.757693 
converged
# weights:  174
initial  value 49367.322797 
iter  10 value 7718.067755
iter  20 value 1754.995787
iter  30 value 985.594526
iter  40 value 729.319762
iter  50 value 638.289539
iter  60 value 563.574769
iter  70 value 493.192640
iter  80 value 430.927686
iter  90 value 395.384243
iter 100 value 371.601442
iter 110 value 344.230428
iter 120 value 318.699827
iter 130 value 296.857754
iter 140 value 286.891444
iter 150 value 280.875120
iter 160 value 278.531755
iter 170 value 276.758660
iter 180 value 275.221961
iter 190 value 274.355507
iter 200 value 273.993310
iter 210 value 273.512531
iter 220 value 272.990700
iter 230 value 271.395756
iter 240 value 269.513493
iter 250 value 266.836888
iter 260 value 264.189885
iter 270 value 261.928712
iter 280 value 261.167230
iter 290 value 260.048154
iter 300 value 258.604797
iter 310 value 257.391798
iter 320 value 256.539566
iter 330 value 254.753353
iter 340 value 252.052403
iter 350 value 250.867181
iter 360 value 250.472847
iter 370 value 249.818767
iter 380 value 249.027043
iter 390 value 248.584133
iter 400 value 248.036040
iter 410 value 247.726011
iter 420 value 247.473796
iter 430 value 246.861811
iter 440 value 246.633119
iter 450 value 246.549365
iter 460 value 246.539490
iter 470 value 246.537638
final  value 246.537435 
converged
# weights:  174
initial  value 41047.769989 
iter  10 value 5334.974881
iter  20 value 1553.200048
iter  30 value 849.821903
iter  40 value 583.378917
iter  50 value 479.592310
iter  60 value 397.994535
iter  70 value 357.452881
iter  80 value 323.960510
iter  90 value 307.109683
iter 100 value 291.717171
iter 110 value 282.937814
iter 120 value 277.844426
iter 130 value 274.795963
iter 140 value 269.552264
iter 150 value 267.315310
iter 160 value 266.708007
iter 170 value 266.193608
iter 180 value 262.389334
iter 190 value 260.535195
iter 200 value 259.206541
iter 210 value 258.184066
iter 220 value 257.765470
iter 230 value 257.358393
iter 240 value 257.034103
iter 250 value 256.753556
iter 260 value 256.272474
iter 270 value 256.048846
iter 280 value 255.610647
iter 290 value 255.382254
iter 300 value 255.253220
iter 310 value 255.089429
iter 320 value 254.913698
iter 330 value 254.790335
iter 340 value 254.778219
iter 350 value 254.771283
iter 360 value 254.763731
iter 370 value 254.753022
iter 380 value 254.736338
iter 390 value 254.726146
iter 400 value 254.721324
iter 410 value 254.720548
final  value 254.720465 
converged
# weights:  174
initial  value 41330.519550 
iter  10 value 10736.219903
iter  20 value 1803.681949
iter  30 value 950.194402
iter  40 value 700.122857
iter  50 value 586.523604
iter  60 value 488.834076
iter  70 value 448.034554
iter  80 value 416.635119
iter  90 value 377.769032
iter 100 value 348.661865
iter 110 value 335.322765
iter 120 value 331.120704
iter 130 value 326.799466
iter 140 value 321.519770
iter 150 value 317.140040
iter 160 value 315.566942
iter 170 value 313.267304
iter 180 value 311.778006
iter 190 value 310.379021
iter 200 value 308.496416
iter 210 value 305.850761
iter 220 value 303.520811
iter 230 value 302.573231
iter 240 value 301.252028
iter 250 value 299.982026
iter 260 value 298.592907
iter 270 value 296.963261
iter 280 value 295.941575
iter 290 value 295.065377
iter 300 value 293.985434
iter 310 value 293.059340
iter 320 value 292.343067
iter 330 value 292.161924
iter 340 value 292.073236
iter 350 value 292.055311
iter 360 value 292.027906
iter 370 value 291.965503
iter 380 value 291.907985
iter 390 value 291.880915
iter 400 value 291.863225
final  value 291.862273 
converged
# weights:  174
initial  value 43787.997021 
iter  10 value 6813.220271
iter  20 value 2005.233972
iter  30 value 984.840404
iter  40 value 714.146436
iter  50 value 550.099450
iter  60 value 492.718766
iter  70 value 435.408147
iter  80 value 372.899847
iter  90 value 334.203482
iter 100 value 310.098481
iter 110 value 297.404801
iter 120 value 288.778934
iter 130 value 278.662647
iter 140 value 272.689535
iter 150 value 269.998315
iter 160 value 266.897269
iter 170 value 264.656622
iter 180 value 262.845817
iter 190 value 259.179875
iter 200 value 257.571606
iter 210 value 256.999404
iter 220 value 256.411306
iter 230 value 255.602978
iter 240 value 255.364477
iter 250 value 254.804472
iter 260 value 253.866814
iter 270 value 252.837264
iter 280 value 251.735449
iter 290 value 250.875978
iter 300 value 250.470665
iter 310 value 250.350783
iter 320 value 250.095164
iter 330 value 249.975293
iter 340 value 249.843808
iter 350 value 249.776868
iter 360 value 249.740693
iter 370 value 249.668837
iter 380 value 249.579373
iter 390 value 249.534485
iter 400 value 249.520476
iter 410 value 249.517942
iter 420 value 249.517406
final  value 249.517350 
converged
# weights:  174
initial  value 41476.014376 
iter  10 value 5937.225119
iter  20 value 1547.102866
iter  30 value 1009.084323
iter  40 value 740.466405
iter  50 value 647.263382
iter  60 value 567.213800
iter  70 value 499.114529
iter  80 value 452.505847
iter  90 value 415.208006
iter 100 value 386.116241
iter 110 value 350.518495
iter 120 value 323.008029
iter 130 value 310.882535
iter 140 value 302.190219
iter 150 value 297.486730
iter 160 value 292.847144
iter 170 value 287.232295
iter 180 value 283.268177
iter 190 value 280.411861
iter 200 value 276.044719
iter 210 value 269.703518
iter 220 value 264.365070
iter 230 value 261.795901
iter 240 value 258.123032
iter 250 value 256.451208
iter 260 value 255.451429
iter 270 value 255.164129
iter 280 value 254.997010
iter 290 value 254.883724
iter 300 value 254.487420
iter 310 value 253.799371
iter 320 value 253.456997
iter 330 value 252.633479
iter 340 value 251.882522
iter 350 value 251.287573
iter 360 value 251.167253
iter 370 value 250.994956
iter 380 value 250.804727
iter 390 value 250.645658
iter 400 value 250.519240
iter 410 value 250.432092
iter 420 value 250.400786
iter 430 value 250.397584
final  value 250.397519 
converged
# weights:  174
initial  value 45282.235092 
iter  10 value 3548.713465
iter  20 value 1123.448100
iter  30 value 728.584160
iter  40 value 533.449680
iter  50 value 475.694929
iter  60 value 438.615344
iter  70 value 411.670424
iter  80 value 381.346019
iter  90 value 348.565376
iter 100 value 331.012393
iter 110 value 318.926798
iter 120 value 311.675009
iter 130 value 302.839705
iter 140 value 293.442105
iter 150 value 280.938060
iter 160 value 276.188968
iter 170 value 273.242653
iter 180 value 268.523607
iter 190 value 265.487159
iter 200 value 264.229002
iter 210 value 263.723301
iter 220 value 263.186393
iter 230 value 262.634287
iter 240 value 261.830641
iter 250 value 261.098837
iter 260 value 260.435158
iter 270 value 259.655201
iter 280 value 259.242146
iter 290 value 258.869087
iter 300 value 258.556696
iter 310 value 258.389310
iter 320 value 258.264516
iter 330 value 258.050378
iter 340 value 257.859279
iter 350 value 257.764278
iter 360 value 257.728619
iter 370 value 257.655699
iter 380 value 257.587958
iter 390 value 257.544852
iter 400 value 257.533028
iter 410 value 257.531219
iter 420 value 257.530729
final  value 257.530701 
converged
# weights:  174
initial  value 43205.733016 
iter  10 value 9363.962548
iter  20 value 2062.122171
iter  30 value 1196.257981
iter  40 value 846.540985
iter  50 value 681.720710
iter  60 value 571.039401
iter  70 value 533.142881
iter  80 value 482.516968
iter  90 value 430.774111
iter 100 value 392.436716
iter 110 value 358.334653
iter 120 value 331.487385
iter 130 value 311.207361
iter 140 value 300.194794
iter 150 value 293.894669
iter 160 value 281.030634
iter 170 value 272.264198
iter 180 value 266.017071
iter 190 value 261.019921
iter 200 value 255.484912
iter 210 value 252.353303
iter 220 value 250.786157
iter 230 value 248.721313
iter 240 value 246.585218
iter 250 value 245.293834
iter 260 value 244.190989
iter 270 value 243.564525
iter 280 value 243.057605
iter 290 value 242.297706
iter 300 value 241.821657
iter 310 value 241.504109
iter 320 value 241.381707
iter 330 value 241.194351
iter 340 value 241.062719
iter 350 value 240.775091
iter 360 value 240.671363
iter 370 value 240.303601
iter 380 value 239.984166
iter 390 value 239.825419
iter 400 value 239.787097
iter 410 value 239.782310
iter 420 value 239.780689
iter 430 value 239.780447
final  value 239.780443 
converged
# weights:  106
initial  value 40521.804735 
iter  10 value 20530.203927
iter  20 value 8042.684675
iter  30 value 4570.544679
iter  40 value 3119.622434
iter  50 value 2308.950527
iter  60 value 1835.921845
iter  70 value 1405.952220
iter  80 value 1044.819043
iter  90 value 741.537176
iter 100 value 599.822229
iter 110 value 564.312972
iter 120 value 518.723011
iter 130 value 493.834908
iter 140 value 471.639453
iter 150 value 450.032888
iter 160 value 435.893867
iter 170 value 424.590201
iter 180 value 416.282276
iter 190 value 413.510582
iter 200 value 405.838716
iter 210 value 389.457258
iter 220 value 372.480167
iter 230 value 366.731775
iter 240 value 356.246368
iter 250 value 345.283184
iter 260 value 338.701497
iter 270 value 333.855565
iter 280 value 328.046745
iter 290 value 326.375543
iter 300 value 325.993029
iter 310 value 325.656012
iter 320 value 325.612686
final  value 325.612680 
converged
# weights:  174
initial  value 45399.611349 
iter  10 value 4219.916492
iter  20 value 1371.037972
iter  30 value 836.885404
iter  40 value 666.419615
iter  50 value 504.631391
iter  60 value 423.825190
iter  70 value 370.389985
iter  80 value 342.175251
iter  90 value 323.665129
iter 100 value 302.903316
iter 110 value 287.300608
iter 120 value 280.942386
iter 130 value 277.318846
iter 140 value 272.870183
iter 150 value 266.148985
iter 160 value 263.246875
iter 170 value 262.132057
iter 180 value 258.974370
iter 190 value 255.986580
iter 200 value 255.491384
iter 210 value 255.197141
iter 220 value 254.801221
iter 230 value 254.451347
iter 240 value 254.145905
iter 250 value 253.737024
iter 260 value 253.378481
iter 270 value 253.023584
iter 280 value 252.911048
iter 290 value 252.780379
iter 300 value 252.629435
iter 310 value 252.573723
iter 320 value 252.485780
iter 330 value 252.437572
iter 340 value 252.422338
iter 350 value 252.416894
iter 360 value 252.414728
iter 370 value 252.410400
iter 380 value 252.407185
iter 390 value 252.404709
iter 400 value 252.403618
iter 410 value 252.403404
final  value 252.403389 
converged
# weights:  106
initial  value 45123.237497 
iter  10 value 6960.696443
iter  20 value 2308.908941
iter  30 value 1328.382281
iter  40 value 1040.322404
iter  50 value 804.303498
iter  60 value 616.501975
iter  70 value 512.629681
iter  80 value 442.113152
iter  90 value 389.836087
iter 100 value 369.409282
iter 110 value 346.431891
iter 120 value 335.748183
iter 130 value 329.033860
iter 140 value 327.483869
iter 150 value 325.994807
iter 160 value 323.880384
iter 170 value 322.454992
iter 180 value 321.642586
iter 190 value 317.429892
iter 200 value 315.395057
iter 210 value 312.352106
iter 220 value 311.614927
iter 230 value 310.063848
iter 240 value 307.879522
iter 250 value 306.599078
iter 260 value 305.581003
iter 270 value 305.461620
iter 280 value 305.447928
final  value 305.447709 
converged
# weights:  174
initial  value 41663.213273 
iter  10 value 5038.915770
iter  20 value 1582.809347
iter  30 value 835.038771
iter  40 value 611.322052
iter  50 value 498.152795
iter  60 value 377.790976
iter  70 value 328.758369
iter  80 value 300.218636
iter  90 value 284.735731
iter 100 value 277.404213
iter 110 value 269.700626
iter 120 value 264.793369
iter 130 value 262.130863
iter 140 value 260.131220
iter 150 value 258.806854
iter 160 value 258.020380
iter 170 value 257.451253
iter 180 value 256.759698
iter 190 value 256.173055
iter 200 value 255.589012
iter 210 value 254.221865
iter 220 value 252.570321
iter 230 value 250.390215
iter 240 value 248.793318
iter 250 value 247.983561
iter 260 value 247.751003
iter 270 value 247.653581
iter 280 value 247.581527
iter 290 value 247.496183
iter 300 value 247.470576
iter 310 value 247.458032
iter 320 value 247.433522
iter 330 value 247.427916
iter 340 value 247.424073
iter 350 value 247.419539
iter 360 value 247.417888
iter 370 value 247.413351
iter 380 value 247.407729
iter 390 value 247.404429
iter 400 value 247.403200
iter 410 value 247.402777
iter 420 value 247.402525
final  value 247.402487 
converged
# weights:  174
initial  value 47332.621528 
iter  10 value 5848.649550
iter  20 value 1530.744644
iter  30 value 867.308281
iter  40 value 634.563732
iter  50 value 450.325551
iter  60 value 372.095131
iter  70 value 336.563354
iter  80 value 316.927461
iter  90 value 301.684214
iter 100 value 291.083003
iter 110 value 286.362622
iter 120 value 284.349912
iter 130 value 282.341422
iter 140 value 280.049556
iter 150 value 276.839301
iter 160 value 273.390030
iter 170 value 270.390053
iter 180 value 266.532805
iter 190 value 261.451788
iter 200 value 258.090291
iter 210 value 255.726592
iter 220 value 253.931235
iter 230 value 252.415325
iter 240 value 251.644739
iter 250 value 250.778050
iter 260 value 249.414137
iter 270 value 247.905737
iter 280 value 246.416128
iter 290 value 245.447562
iter 300 value 244.699679
iter 310 value 244.012851
iter 320 value 243.595099
iter 330 value 243.470926
iter 340 value 243.318927
iter 350 value 243.194274
iter 360 value 243.150897
iter 370 value 243.074636
iter 380 value 242.956312
iter 390 value 242.897033
iter 400 value 242.874230
iter 410 value 242.867848
iter 420 value 242.866523
iter 430 value 242.866365
iter 430 value 242.866363
iter 430 value 242.866363
final  value 242.866363 
converged
# weights:  174
initial  value 42129.045484 
iter  10 value 12696.432636
iter  20 value 4573.793187
iter  30 value 1379.048247
iter  40 value 747.310919
iter  50 value 615.548991
iter  60 value 537.518227
iter  70 value 495.325478
iter  80 value 453.464897
iter  90 value 406.654716
iter 100 value 372.541007
iter 110 value 347.258144
iter 120 value 323.344349
iter 130 value 313.544566
iter 140 value 306.038122
iter 150 value 300.010229
iter 160 value 296.621311
iter 170 value 291.874791
iter 180 value 283.056784
iter 190 value 277.387359
iter 200 value 274.275695
iter 210 value 271.675469
iter 220 value 267.423249
iter 230 value 264.819342
iter 240 value 263.160768
iter 250 value 261.681598
iter 260 value 260.040843
iter 270 value 258.729866
iter 280 value 257.059992
iter 290 value 255.118952
iter 300 value 253.840300
iter 310 value 253.138033
iter 320 value 252.323028
iter 330 value 251.678843
iter 340 value 251.275652
iter 350 value 250.976486
iter 360 value 250.676022
iter 370 value 250.326008
iter 380 value 249.971669
iter 390 value 249.816801
iter 400 value 249.734438
iter 410 value 249.715636
iter 420 value 249.682265
iter 430 value 249.494367
iter 440 value 249.484027
final  value 249.483912 
converged
# weights:  174
initial  value 47821.888518 
iter  10 value 4804.805848
iter  20 value 1200.377442
iter  30 value 580.286235
iter  40 value 400.082341
iter  50 value 343.665691
iter  60 value 309.547167
iter  70 value 299.273718
iter  80 value 291.353700
iter  90 value 282.003079
iter 100 value 277.966264
iter 110 value 271.336371
iter 120 value 264.330225
iter 130 value 260.529267
iter 140 value 258.826092
iter 150 value 256.912956
iter 160 value 250.323635
iter 170 value 248.157369
iter 180 value 246.987160
iter 190 value 245.360304
iter 200 value 244.014805
iter 210 value 243.064358
iter 220 value 242.658944
iter 230 value 242.360802
iter 240 value 242.011126
iter 250 value 241.818900
iter 260 value 241.621988
iter 270 value 240.904119
iter 280 value 240.694892
iter 290 value 240.593152
iter 300 value 240.514599
iter 310 value 240.352614
iter 320 value 240.199719
iter 330 value 239.837501
iter 340 value 239.784853
iter 350 value 239.734880
iter 360 value 239.704128
iter 370 value 239.649014
iter 380 value 239.604389
iter 390 value 239.574551
iter 400 value 239.556661
iter 410 value 239.551101
iter 420 value 239.547708
iter 430 value 239.508058
iter 440 value 239.405451
iter 450 value 239.402662
final  value 239.402622 
converged
# weights:  174
initial  value 37313.018989 
iter  10 value 7037.497999
iter  20 value 2008.483144
iter  30 value 947.551486
iter  40 value 725.218579
iter  50 value 600.628152
iter  60 value 523.024720
iter  70 value 479.226348
iter  80 value 433.163321
iter  90 value 386.640772
iter 100 value 358.961671
iter 110 value 335.375809
iter 120 value 326.661993
iter 130 value 311.950893
iter 140 value 298.390855
iter 150 value 285.876657
iter 160 value 280.627739
iter 170 value 277.333499
iter 180 value 273.003520
iter 190 value 271.085472
iter 200 value 269.469239
iter 210 value 268.798792
iter 220 value 267.983937
iter 230 value 267.451076
iter 240 value 266.862030
iter 250 value 266.324674
iter 260 value 265.498355
iter 270 value 265.204091
iter 280 value 264.956059
iter 290 value 264.641736
iter 300 value 263.964302
iter 310 value 263.776445
iter 320 value 263.604734
iter 330 value 263.488087
iter 340 value 263.073006
iter 350 value 262.989561
iter 360 value 262.921088
iter 370 value 262.684244
iter 380 value 262.437084
iter 390 value 262.279116
iter 400 value 262.181992
iter 410 value 262.140900
iter 420 value 262.118924
iter 430 value 262.113904
iter 440 value 262.099543
iter 450 value 261.718311
iter 460 value 261.198468
iter 470 value 261.141868
iter 480 value 261.125221
final  value 261.125034 
converged
# weights:  174
initial  value 44044.413601 
iter  10 value 8567.668248
iter  20 value 1344.726004
iter  30 value 752.865402
iter  40 value 601.658091
iter  50 value 512.639342
iter  60 value 476.313383
iter  70 value 446.257651
iter  80 value 410.816700
iter  90 value 371.763679
iter 100 value 346.068137
iter 110 value 338.963291
iter 120 value 334.141212
iter 130 value 329.209428
iter 140 value 317.710170
iter 150 value 309.940686
iter 160 value 305.846937
iter 170 value 301.257855
iter 180 value 291.442819
iter 190 value 281.991347
iter 200 value 276.663986
iter 210 value 275.302530
iter 220 value 274.249640
iter 230 value 273.742094
iter 240 value 273.035189
iter 250 value 272.277532
iter 260 value 271.693944
iter 270 value 271.531593
iter 280 value 271.412160
iter 290 value 271.036741
iter 300 value 270.518861
iter 310 value 270.243747
iter 320 value 269.598800
iter 330 value 268.596131
iter 340 value 268.543047
iter 350 value 268.527612
iter 360 value 268.490673
iter 370 value 268.447005
iter 380 value 268.397159
iter 390 value 268.375464
iter 400 value 268.362189
iter 410 value 268.357873
iter 420 value 268.356447
iter 430 value 268.356155
final  value 268.356121 
converged
# weights:  174
initial  value 41344.815012 
iter  10 value 4834.010640
iter  20 value 1519.070529
iter  30 value 793.666916
iter  40 value 572.683513
iter  50 value 469.938352
iter  60 value 403.804367
iter  70 value 370.112762
iter  80 value 355.015835
iter  90 value 342.975559
iter 100 value 336.244691
iter 110 value 329.794609
iter 120 value 324.136254
iter 130 value 317.496092
iter 140 value 311.262586
iter 150 value 306.614354
iter 160 value 304.795555
iter 170 value 304.001504
iter 180 value 302.235678
iter 190 value 298.984609
iter 200 value 296.341221
iter 210 value 293.878787
iter 220 value 292.074911
iter 230 value 291.149789
iter 240 value 290.535729
iter 250 value 289.765893
iter 260 value 288.727213
iter 270 value 287.820244
iter 280 value 286.730509
iter 290 value 286.167752
iter 300 value 285.847945
iter 310 value 285.637710
iter 320 value 285.550132
iter 330 value 285.496263
iter 340 value 285.462192
iter 350 value 285.421016
iter 360 value 285.340116
iter 370 value 285.248265
iter 380 value 285.124267
iter 390 value 285.063286
iter 400 value 285.024249
iter 410 value 285.011918
iter 420 value 285.006090
iter 430 value 285.004313
final  value 285.004137 
converged
# weights:  106
initial  value 47613.679176 
iter  10 value 12349.952876
iter  20 value 6577.410192
iter  30 value 4784.684123
iter  40 value 3207.060057
iter  50 value 2193.712920
iter  60 value 1530.969354
iter  70 value 1175.713047
iter  80 value 960.780845
iter  90 value 817.275289
iter 100 value 715.209501
iter 110 value 622.440451
iter 120 value 513.611208
iter 130 value 451.024643
iter 140 value 436.821439
iter 150 value 421.510910
iter 160 value 397.847289
iter 170 value 381.404748
iter 180 value 368.679148
iter 190 value 353.203959
iter 200 value 349.464575
iter 210 value 348.619403
iter 220 value 347.927428
iter 230 value 347.115151
iter 240 value 344.684194
iter 250 value 343.422194
iter 260 value 342.289952
iter 270 value 341.975378
iter 280 value 341.914995
final  value 341.912186 
converged
# weights:  174
initial  value 46866.417708 
iter  10 value 3819.714537
iter  20 value 1031.927516
iter  30 value 709.004866
iter  40 value 574.594203
iter  50 value 445.386887
iter  60 value 392.083889
iter  70 value 354.608449
iter  80 value 326.969238
iter  90 value 304.014601
iter 100 value 287.193212
iter 110 value 278.480973
iter 120 value 275.768732
iter 130 value 272.638082
iter 140 value 268.913510
iter 150 value 264.426080
iter 160 value 257.652053
iter 170 value 253.380099
iter 180 value 251.190118
iter 190 value 250.035741
iter 200 value 248.450617
iter 210 value 247.102364
iter 220 value 246.363257
iter 230 value 245.422518
iter 240 value 245.149303
iter 250 value 244.897776
iter 260 value 244.679895
iter 270 value 244.458208
iter 280 value 244.237399
iter 290 value 243.956166
iter 300 value 243.859901
iter 310 value 243.768612
iter 320 value 243.711362
iter 330 value 243.639288
iter 340 value 243.603015
iter 350 value 243.581144
iter 360 value 243.555526
iter 370 value 243.482128
iter 380 value 243.427205
iter 390 value 243.396740
iter 400 value 243.387082
iter 410 value 243.383510
iter 420 value 243.382512
final  value 243.382444 
converged
# weights:  106
initial  value 42695.244367 
iter  10 value 11143.060214
iter  20 value 5878.581024
iter  30 value 3971.599253
iter  40 value 2169.821383
iter  50 value 1502.950637
iter  60 value 1112.035162
iter  70 value 826.715630
iter  80 value 673.381082
iter  90 value 559.689479
iter 100 value 527.399428
iter 110 value 512.030927
iter 120 value 495.270652
iter 130 value 460.411731
iter 140 value 434.019207
iter 150 value 393.016265
iter 160 value 378.611478
iter 170 value 368.665345
iter 180 value 362.785036
iter 190 value 358.797456
iter 200 value 351.472384
iter 210 value 344.114420
iter 220 value 342.299264
iter 230 value 339.342250
iter 240 value 336.458625
iter 250 value 334.839804
iter 260 value 334.340335
iter 270 value 334.242125
iter 280 value 334.233954
final  value 334.233153 
converged
# weights:  174
initial  value 50940.904156 
iter  10 value 8513.671127
iter  20 value 3474.383066
iter  30 value 1759.757770
iter  40 value 1141.819631
iter  50 value 840.195962
iter  60 value 627.047153
iter  70 value 521.694740
iter  80 value 442.360879
iter  90 value 404.489905
iter 100 value 360.841111
iter 110 value 338.220762
iter 120 value 325.441374
iter 130 value 312.717323
iter 140 value 301.243231
iter 150 value 295.943694
iter 160 value 291.608187
iter 170 value 288.384286
iter 180 value 286.519046
iter 190 value 284.227908
iter 200 value 281.277695
iter 210 value 279.161685
iter 220 value 276.897740
iter 230 value 275.295681
iter 240 value 273.256604
iter 250 value 271.489886
iter 260 value 268.835249
iter 270 value 267.298172
iter 280 value 266.560057
iter 290 value 265.773898
iter 300 value 263.719603
iter 310 value 261.002007
iter 320 value 259.063268
iter 330 value 257.676234
iter 340 value 257.077133
iter 350 value 256.156365
iter 360 value 255.901175
iter 370 value 255.577131
iter 380 value 255.163050
iter 390 value 254.916024
iter 400 value 254.803797
iter 410 value 254.753698
iter 420 value 254.731096
iter 430 value 254.727976
iter 440 value 254.727621
iter 440 value 254.727619
iter 440 value 254.727619
final  value 254.727619 
converged
# weights:  174
initial  value 47306.609343 
iter  10 value 9434.255208
iter  20 value 2907.764630
iter  30 value 1509.446602
iter  40 value 1063.003130
iter  50 value 878.211888
iter  60 value 778.240138
iter  70 value 677.993502
iter  80 value 570.136406
iter  90 value 436.493721
iter 100 value 371.871040
iter 110 value 336.034287
iter 120 value 315.441544
iter 130 value 301.237887
iter 140 value 294.478816
iter 150 value 289.307570
iter 160 value 284.569426
iter 170 value 279.747205
iter 180 value 274.272172
iter 190 value 271.429347
iter 200 value 268.610711
iter 210 value 265.744742
iter 220 value 263.779711
iter 230 value 261.662428
iter 240 value 259.649446
iter 250 value 258.928685
iter 260 value 258.365922
iter 270 value 257.776666
iter 280 value 256.946228
iter 290 value 255.919646
iter 300 value 255.145492
iter 310 value 254.143944
iter 320 value 252.523577
iter 330 value 251.196598
iter 340 value 250.648215
iter 350 value 250.174284
iter 360 value 249.737693
iter 370 value 249.228583
iter 380 value 248.756205
iter 390 value 248.515547
iter 400 value 248.417208
iter 410 value 248.394475
iter 420 value 248.386788
iter 430 value 248.385341
iter 440 value 248.385146
iter 440 value 248.385144
iter 440 value 248.385144
final  value 248.385144 
converged
# weights:  174
initial  value 42140.256424 
iter  10 value 6099.652845
iter  20 value 1739.209655
iter  30 value 887.837635
iter  40 value 585.627619
iter  50 value 452.101961
iter  60 value 371.398462
iter  70 value 325.092044
iter  80 value 302.394067
iter  90 value 274.174380
iter 100 value 263.296865
iter 110 value 256.768698
iter 120 value 253.178039
iter 130 value 249.118172
iter 140 value 246.029860
iter 150 value 244.112977
iter 160 value 243.121552
iter 170 value 242.325996
iter 180 value 241.767144
iter 190 value 241.334413
iter 200 value 240.865348
iter 210 value 240.204523
iter 220 value 239.670871
iter 230 value 239.279729
iter 240 value 238.652954
iter 250 value 238.241236
iter 260 value 237.984583
iter 270 value 237.805673
iter 280 value 237.619326
iter 290 value 237.554609
iter 300 value 237.494418
iter 310 value 237.381426
iter 320 value 237.276900
iter 330 value 237.187164
iter 340 value 237.121968
iter 350 value 237.075054
iter 360 value 237.060903
iter 370 value 237.028999
iter 380 value 236.989380
iter 390 value 236.975454
iter 400 value 236.971223
iter 410 value 236.970582
iter 420 value 236.970388
final  value 236.970373 
converged
# weights:  174
initial  value 42879.510524 
iter  10 value 6931.776179
iter  20 value 2426.051318
iter  30 value 1159.451837
iter  40 value 799.420927
iter  50 value 656.808011
iter  60 value 555.656025
iter  70 value 491.262616
iter  80 value 437.584803
iter  90 value 399.981730
iter 100 value 371.546994
iter 110 value 348.160558
iter 120 value 334.866758
iter 130 value 324.085431
iter 140 value 318.885616
iter 150 value 312.212187
iter 160 value 306.383286
iter 170 value 299.828984
iter 180 value 293.826250
iter 190 value 289.910740
iter 200 value 284.470133
iter 210 value 280.578833
iter 220 value 277.121750
iter 230 value 275.323839
iter 240 value 274.242703
iter 250 value 273.270839
iter 260 value 271.889037
iter 270 value 271.116027
iter 280 value 270.527409
iter 290 value 270.192124
iter 300 value 269.843148
iter 310 value 269.464242
iter 320 value 269.001877
iter 330 value 268.720740
iter 340 value 268.390282
iter 350 value 268.096497
iter 360 value 267.105185
iter 370 value 265.276276
iter 380 value 262.279066
iter 390 value 258.605339
iter 400 value 256.500034
iter 410 value 255.551829
iter 420 value 255.129133
iter 430 value 254.842036
iter 440 value 254.784944
iter 450 value 254.769331
iter 460 value 254.768045
final  value 254.768011 
converged
# weights:  174
initial  value 43557.425317 
iter  10 value 5629.218817
iter  20 value 1623.442050
iter  30 value 1031.926583
iter  40 value 758.488490
iter  50 value 584.323691
iter  60 value 467.094680
iter  70 value 395.626542
iter  80 value 366.992390
iter  90 value 344.202853
iter 100 value 329.277287
iter 110 value 315.061028
iter 120 value 303.278080
iter 130 value 295.620154
iter 140 value 288.140665
iter 150 value 281.589406
iter 160 value 278.505604
iter 170 value 276.429717
iter 180 value 275.461551
iter 190 value 275.101387
iter 200 value 274.789366
iter 210 value 274.054741
iter 220 value 273.672858
iter 230 value 273.167250
iter 240 value 272.816713
iter 250 value 272.256044
iter 260 value 271.894790
iter 270 value 271.609883
iter 280 value 271.191713
iter 290 value 270.851757
iter 300 value 270.639957
iter 310 value 270.371311
iter 320 value 270.275008
iter 330 value 270.157275
iter 340 value 270.031173
iter 350 value 269.966257
iter 360 value 269.924941
iter 370 value 269.800114
iter 380 value 269.698037
iter 390 value 269.621438
iter 400 value 269.584510
iter 410 value 269.576773
iter 420 value 269.571771
iter 430 value 269.376030
iter 440 value 268.959972
iter 450 value 268.860380
iter 460 value 268.700360
iter 470 value 268.631553
iter 480 value 268.556236
iter 490 value 268.516850
final  value 268.516250 
converged
# weights:  174
initial  value 44970.140987 
iter  10 value 7571.493409
iter  20 value 1346.924851
iter  30 value 740.416652
iter  40 value 551.866937
iter  50 value 472.004188
iter  60 value 419.357280
iter  70 value 398.926419
iter  80 value 367.303392
iter  90 value 347.775102
iter 100 value 335.025986
iter 110 value 315.723047
iter 120 value 302.270987
iter 130 value 291.581527
iter 140 value 285.606770
iter 150 value 282.902237
iter 160 value 280.773959
iter 170 value 279.052937
iter 180 value 278.032120
iter 190 value 276.748128
iter 200 value 275.936577
iter 210 value 274.841229
iter 220 value 273.799273
iter 230 value 272.917101
iter 240 value 272.474650
iter 250 value 272.139941
iter 260 value 271.826871
iter 270 value 271.389168
iter 280 value 270.411860
iter 290 value 269.966736
iter 300 value 269.586249
iter 310 value 269.092969
iter 320 value 265.948598
iter 330 value 264.616531
iter 340 value 264.190584
iter 350 value 263.523031
iter 360 value 263.256548
iter 370 value 262.618280
iter 380 value 261.831327
iter 390 value 261.490387
iter 400 value 261.305361
iter 410 value 261.218986
iter 420 value 261.169354
iter 430 value 261.144951
iter 440 value 261.142227
final  value 261.142160 
converged
# weights:  174
initial  value 44428.566671 
iter  10 value 11318.203915
iter  20 value 3641.630541
iter  30 value 1814.887069
iter  40 value 1178.665564
iter  50 value 955.531751
iter  60 value 812.384861
iter  70 value 695.981131
iter  80 value 573.489290
iter  90 value 484.823042
iter 100 value 410.783946
iter 110 value 361.563134
iter 120 value 333.641863
iter 130 value 311.840470
iter 140 value 300.295283
iter 150 value 296.515736
iter 160 value 295.047767
iter 170 value 293.051586
iter 180 value 290.604386
iter 190 value 286.955820
iter 200 value 281.058916
iter 210 value 273.419899
iter 220 value 267.692921
iter 230 value 265.015474
iter 240 value 262.589869
iter 250 value 261.653747
iter 260 value 259.858049
iter 270 value 257.813666
iter 280 value 254.036770
iter 290 value 251.520138
iter 300 value 250.110491
iter 310 value 248.638696
iter 320 value 247.167922
iter 330 value 246.561186
iter 340 value 246.138792
iter 350 value 245.644834
iter 360 value 245.352231
iter 370 value 244.690857
iter 380 value 243.911012
iter 390 value 243.470766
iter 400 value 243.233762
iter 410 value 243.096004
iter 420 value 243.017705
iter 430 value 243.006186
iter 440 value 243.005801
iter 440 value 243.005799
iter 440 value 243.005799
final  value 243.005799 
converged
# weights:  174
initial  value 39078.862511 
iter  10 value 3457.879319
iter  20 value 1063.186635
iter  30 value 598.484560
iter  40 value 455.329914
iter  50 value 380.078923
iter  60 value 330.193507
iter  70 value 306.078513
iter  80 value 291.467351
iter  90 value 284.702980
iter 100 value 279.323233
iter 110 value 277.856194
iter 120 value 275.811062
iter 130 value 270.837123
iter 140 value 268.111357
iter 150 value 267.262359
iter 160 value 266.771993
iter 170 value 266.409148
iter 180 value 266.049145
iter 190 value 265.613126
iter 200 value 265.180225
iter 210 value 261.725802
iter 220 value 258.927535
iter 230 value 258.078064
iter 240 value 257.455450
iter 250 value 255.635041
iter 260 value 253.892936
iter 270 value 253.482973
iter 280 value 253.260893
iter 290 value 252.735960
iter 300 value 251.737812
iter 310 value 250.163279
iter 320 value 248.669044
iter 330 value 246.911642
iter 340 value 245.895652
iter 350 value 245.356501
iter 360 value 245.148660
iter 370 value 244.699465
iter 380 value 244.334149
iter 390 value 244.138400
iter 400 value 244.046288
iter 410 value 244.036892
iter 420 value 244.035454
final  value 244.035404 
converged
# weights:  106
initial  value 39345.394954 
iter  10 value 10033.215362
iter  20 value 3801.829646
iter  30 value 2501.959804
iter  40 value 1794.767074
iter  50 value 1355.908495
iter  60 value 992.250615
iter  70 value 729.220617
iter  80 value 564.434452
iter  90 value 488.935911
iter 100 value 461.522020
iter 110 value 428.513624
iter 120 value 402.640124
iter 130 value 375.974397
iter 140 value 357.446815
iter 150 value 348.212858
iter 160 value 340.171819
iter 170 value 334.885459
iter 180 value 330.513193
iter 190 value 328.218295
iter 200 value 327.735105
iter 210 value 327.419266
iter 220 value 327.303874
iter 230 value 327.200559
iter 240 value 326.975028
iter 250 value 326.818131
iter 260 value 326.754434
iter 270 value 326.750804
iter 270 value 326.750803
iter 270 value 326.750800
final  value 326.750800 
converged
# weights:  106
initial  value 46439.949762 
iter  10 value 8353.650609
iter  20 value 2631.498660
iter  30 value 1463.938224
iter  40 value 1011.595548
iter  50 value 711.284111
iter  60 value 567.567920
iter  70 value 455.602653
iter  80 value 415.920405
iter  90 value 384.760401
iter 100 value 374.270423
iter 110 value 367.731102
iter 120 value 357.884548
iter 130 value 352.458240
iter 140 value 349.693785
iter 150 value 345.707509
iter 160 value 343.902121
iter 170 value 341.619583
iter 180 value 338.131481
iter 190 value 336.820948
iter 200 value 335.379268
iter 210 value 335.326581
iter 220 value 335.291074
iter 230 value 335.228170
iter 240 value 335.155196
iter 250 value 335.090074
iter 260 value 335.061867
iter 270 value 335.058242
iter 280 value 335.057602
final  value 335.057548 
converged

# weights:  174
initial  value 41520.083064 
iter  10 value 4162.762464
iter  20 value 1708.038324
iter  30 value 647.839004
iter  40 value 458.310791
iter  50 value 398.987197
iter  60 value 355.549408
iter  70 value 334.974501
iter  80 value 322.848645
iter  90 value 311.949410
iter 100 value 300.714406
iter 110 value 293.252884
iter 120 value 287.172890
iter 130 value 284.748602
iter 140 value 284.017599
iter 150 value 283.434080
iter 160 value 283.035302
iter 170 value 282.895549
iter 180 value 282.771871
iter 190 value 282.728826
iter 200 value 282.681659
iter 210 value 282.565779
iter 220 value 282.469891
iter 230 value 282.394378
iter 240 value 281.997562
iter 250 value 281.709205
iter 260 value 281.374803
iter 270 value 276.746274
iter 280 value 273.461678
iter 290 value 270.075665
iter 300 value 268.482082
iter 310 value 266.590137
iter 320 value 264.863702
iter 330 value 263.309490
iter 340 value 262.846201
iter 350 value 262.523323
iter 360 value 262.281079
iter 370 value 262.054428
iter 380 value 261.648256
iter 390 value 261.461882
iter 400 value 261.312306
iter 410 value 261.216778
iter 420 value 261.085849
iter 430 value 261.048423
iter 440 value 261.040568
final  value 261.040255 
converged
# weights:  174
initial  value 43723.785402 
iter  10 value 5719.093812
iter  20 value 2293.296745
iter  30 value 1295.135632
iter  40 value 748.188162
iter  50 value 571.539965
iter  60 value 472.538428
iter  70 value 410.585159
iter  80 value 379.502264
iter  90 value 359.924507
iter 100 value 344.287131
iter 110 value 329.654896
iter 120 value 314.854797
iter 130 value 306.697453
iter 140 value 303.625980
iter 150 value 297.925684
iter 160 value 295.030802
iter 170 value 293.002419
iter 180 value 291.141442
iter 190 value 290.212929
iter 200 value 288.758191
iter 210 value 287.044169
iter 220 value 284.693389
iter 230 value 281.976302
iter 240 value 279.552860
iter 250 value 277.253017
iter 260 value 274.950224
iter 270 value 272.292988
iter 280 value 269.124014
iter 290 value 266.675277
iter 300 value 263.975612
iter 310 value 262.193419
iter 320 value 260.004808
iter 330 value 258.199913
iter 340 value 257.034993
iter 350 value 255.692367
iter 360 value 255.064275
iter 370 value 253.239776
iter 380 value 251.148555
iter 390 value 249.380702
iter 400 value 247.432117
iter 410 value 244.057538
iter 420 value 242.300524
iter 430 value 241.658029
iter 440 value 241.491673
iter 450 value 241.463125
iter 460 value 241.460153
final  value 241.460036 
converged
# weights:  174
initial  value 48885.695253 
iter  10 value 5601.660625
iter  20 value 2096.680012
iter  30 value 1126.211843
iter  40 value 769.320794
iter  50 value 593.622429
iter  60 value 468.723819
iter  70 value 414.615397
iter  80 value 381.228133
iter  90 value 355.286767
iter 100 value 333.950476
iter 110 value 308.791183
iter 120 value 296.590425
iter 130 value 291.389439
iter 140 value 286.870064
iter 150 value 281.848530
iter 160 value 276.614609
iter 170 value 272.811942
iter 180 value 269.432159
iter 190 value 267.699543
iter 200 value 266.613303
iter 210 value 265.135661
iter 220 value 263.763470
iter 230 value 262.720528
iter 240 value 261.584987
iter 250 value 260.974586
iter 260 value 260.689712
iter 270 value 260.183873
iter 280 value 259.236698
iter 290 value 258.755570
iter 300 value 258.494181
iter 310 value 258.214806
iter 320 value 257.966620
iter 330 value 257.821919
iter 340 value 257.790667
iter 350 value 257.730066
iter 360 value 257.670706
iter 370 value 257.559126
iter 380 value 257.452247
iter 390 value 257.390115
iter 400 value 257.350628
iter 410 value 257.342877
iter 420 value 257.341189
iter 430 value 257.341004
final  value 257.340992 
converged
# weights:  174
initial  value 42316.060048 
iter  10 value 7497.316219
iter  20 value 2124.253841
iter  30 value 1018.455082
iter  40 value 736.140782
iter  50 value 573.455686
iter  60 value 526.947069
iter  70 value 468.143332
iter  80 value 383.343297
iter  90 value 324.845691
iter 100 value 292.048724
iter 110 value 280.101286
iter 120 value 274.686135
iter 130 value 271.497630
iter 140 value 268.413847
iter 150 value 266.869817
iter 160 value 265.599786
iter 170 value 263.842637
iter 180 value 260.864053
iter 190 value 259.180540
iter 200 value 256.409289
iter 210 value 252.113776
iter 220 value 249.453216
iter 230 value 248.000867
iter 240 value 246.538733
iter 250 value 245.803055
iter 260 value 245.474258
iter 270 value 244.868277
iter 280 value 244.497300
iter 290 value 244.302216
iter 300 value 243.997812
iter 310 value 243.644754
iter 320 value 243.546475
iter 330 value 243.494280
iter 340 value 243.459054
iter 350 value 243.430435
iter 360 value 243.388953
iter 370 value 243.341454
iter 380 value 243.247444
iter 390 value 243.209468
iter 400 value 243.190592
iter 410 value 243.180513
iter 420 value 243.169274
iter 430 value 243.165512
iter 440 value 243.165166
final  value 243.165157 
converged
# weights:  174
initial  value 43183.661087 
iter  10 value 5426.913759
iter  20 value 1935.560904
iter  30 value 973.398023
iter  40 value 654.438422
iter  50 value 556.146822
iter  60 value 443.605168
iter  70 value 399.167116
iter  80 value 375.513331
iter  90 value 353.777814
iter 100 value 332.578732
iter 110 value 318.713098
iter 120 value 302.905268
iter 130 value 294.779534
iter 140 value 287.779204
iter 150 value 283.905679
iter 160 value 280.744687
iter 170 value 276.925909
iter 180 value 275.240165
iter 190 value 273.091863
iter 200 value 271.570771
iter 210 value 270.383433
iter 220 value 269.814892
iter 230 value 269.065736
iter 240 value 268.231095
iter 250 value 267.859448
iter 260 value 265.989005
iter 270 value 263.693158
iter 280 value 262.017143
iter 290 value 260.885821
iter 300 value 260.215887
iter 310 value 260.011818
iter 320 value 259.398065
iter 330 value 258.561619
iter 340 value 257.202098
iter 350 value 256.374699
iter 360 value 256.141580
iter 370 value 255.629735
iter 380 value 255.239161
iter 390 value 254.892613
iter 400 value 254.493453
iter 410 value 254.171520
iter 420 value 253.949499
iter 430 value 253.877807
iter 440 value 253.848472
iter 450 value 253.839387
iter 460 value 253.838137
final  value 253.838121 
converged
# weights:  106
initial  value 41880.872069 
iter  10 value 11839.021106
iter  20 value 4101.310465
iter  30 value 2750.849726
iter  40 value 1862.732780
iter  50 value 1364.859974
iter  60 value 946.010088
iter  70 value 825.353743
iter  80 value 731.185877
iter  90 value 583.515490
iter 100 value 523.847213
iter 110 value 471.333271
iter 120 value 407.439037
iter 130 value 361.646181
iter 140 value 345.832801
iter 150 value 327.727713
iter 160 value 317.154703
iter 170 value 311.468794
iter 180 value 302.287155
iter 190 value 297.586491
iter 200 value 295.582556
iter 210 value 293.859346
iter 220 value 292.946890
iter 230 value 292.601026
iter 240 value 292.244658
iter 250 value 291.998616
iter 260 value 291.876809
iter 270 value 291.722953
iter 280 value 291.659553
final  value 291.658875 
converged
# weights:  106
initial  value 42455.947438 
iter  10 value 11886.752708
iter  20 value 4930.787456
iter  30 value 3529.247032
iter  40 value 2567.969576
iter  50 value 1690.538712
iter  60 value 1136.103793
iter  70 value 803.605707
iter  80 value 568.856049
iter  90 value 466.702087
iter 100 value 397.712540
iter 110 value 373.475298
iter 120 value 347.138275
iter 130 value 336.203202
iter 140 value 326.056357
iter 150 value 324.069063
iter 160 value 323.124506
iter 170 value 322.616799
iter 180 value 321.136694
iter 190 value 320.248645
iter 200 value 319.048941
iter 210 value 318.281644
iter 220 value 317.614831
iter 230 value 317.164525
iter 240 value 316.230612
iter 250 value 315.534799
iter 260 value 315.128355
iter 270 value 315.023999
iter 280 value 315.014776
final  value 315.014577 
converged
# weights:  174
initial  value 46027.540784 
iter  10 value 8949.266153
iter  20 value 1876.654273
iter  30 value 984.581002
iter  40 value 784.051645
iter  50 value 622.703152
iter  60 value 572.837216
iter  70 value 505.242798
iter  80 value 429.860274
iter  90 value 373.064744
iter 100 value 337.704771
iter 110 value 323.327833
iter 120 value 313.050881
iter 130 value 306.413731
iter 140 value 301.977760
iter 150 value 298.927172
iter 160 value 294.760148
iter 170 value 290.873026
iter 180 value 287.537399
iter 190 value 284.549355
iter 200 value 280.016060
iter 210 value 277.010983
iter 220 value 275.087419
iter 230 value 273.945123
iter 240 value 273.588716
iter 250 value 272.682601
iter 260 value 271.994012
iter 270 value 271.198884
iter 280 value 270.818655
iter 290 value 270.499675
iter 300 value 270.321269
iter 310 value 270.238338
iter 320 value 270.104363
iter 330 value 269.713144
iter 340 value 269.388281
iter 350 value 269.258534
iter 360 value 269.157134
iter 370 value 269.039203
iter 380 value 268.838673
iter 390 value 268.692091
iter 400 value 268.603505
iter 410 value 268.542194
iter 420 value 268.447130
iter 430 value 268.410662
iter 440 value 268.405481
iter 450 value 268.404902
final  value 268.404837 
converged
# weights:  174
initial  value 42923.218213 
iter  10 value 7224.010621
iter  20 value 1958.706535
iter  30 value 990.082067
iter  40 value 693.546989
iter  50 value 512.625728
iter  60 value 423.709429
iter  70 value 361.669701
iter  80 value 336.837688
iter  90 value 325.655894
iter 100 value 315.861586
iter 110 value 309.020859
iter 120 value 303.071761
iter 130 value 299.273901
iter 140 value 295.086525
iter 150 value 290.511232
iter 160 value 287.138800
iter 170 value 284.521380
iter 180 value 281.909432
iter 190 value 278.289904
iter 200 value 270.120935
iter 210 value 267.115904
iter 220 value 263.219654
iter 230 value 257.567960
iter 240 value 254.420842
iter 250 value 252.966719
iter 260 value 251.576601
iter 270 value 251.192822
iter 280 value 250.993028
iter 290 value 250.748005
iter 300 value 250.415893
iter 310 value 250.216780
iter 320 value 250.112718
iter 330 value 249.901405
iter 340 value 249.629757
iter 350 value 248.991474
iter 360 value 248.661909
iter 370 value 247.862851
iter 380 value 246.715252
iter 390 value 245.810704
iter 400 value 244.955783
iter 410 value 244.573667
iter 420 value 244.333537
iter 430 value 244.160390
iter 440 value 243.717784
iter 450 value 243.246340
iter 460 value 243.149885
iter 470 value 242.930379
iter 480 value 242.468918
iter 490 value 242.380410
iter 500 value 242.375177
final  value 242.375164 
converged
# weights:  174
initial  value 43098.046545 
iter  10 value 8568.174815
iter  20 value 3529.121435
iter  30 value 1368.541776
iter  40 value 1038.406865
iter  50 value 866.577355
iter  60 value 664.898259
iter  70 value 547.519338
iter  80 value 463.377142
iter  90 value 418.427767
iter 100 value 385.811740
iter 110 value 347.484523
iter 120 value 324.791436
iter 130 value 310.471051
iter 140 value 296.635587
iter 150 value 290.461032
iter 160 value 284.712913
iter 170 value 280.283111
iter 180 value 277.907019
iter 190 value 275.833482
iter 200 value 274.176864
iter 210 value 271.939985
iter 220 value 270.346903
iter 230 value 269.198245
iter 240 value 267.550455
iter 250 value 266.519090
iter 260 value 265.758849
iter 270 value 264.531326
iter 280 value 263.643016
iter 290 value 262.788638
iter 300 value 262.183574
iter 310 value 261.868182
iter 320 value 261.645705
iter 330 value 261.460539
iter 340 value 261.192548
iter 350 value 260.924570
iter 360 value 260.606730
iter 370 value 260.193277
iter 380 value 259.545639
iter 390 value 259.151544
iter 400 value 258.807798
iter 410 value 258.697148
iter 420 value 258.666106
iter 430 value 258.656274
iter 440 value 258.654351
final  value 258.654290 
converged
# weights:  106
initial  value 42070.372844 
iter  10 value 13749.108864
iter  20 value 5439.839926
iter  30 value 3388.598235
iter  40 value 2456.851394
iter  50 value 1735.784899
iter  60 value 1241.815619
iter  70 value 960.298850
iter  80 value 685.626550
iter  90 value 485.844414
iter 100 value 425.896735
iter 110 value 388.243983
iter 120 value 358.205203
iter 130 value 340.707434
iter 140 value 331.523332
iter 150 value 325.167208
iter 160 value 320.230388
iter 170 value 316.440369
iter 180 value 313.685104
iter 190 value 312.477110
iter 200 value 311.115156
iter 210 value 310.458655
iter 220 value 309.857465
iter 230 value 309.193585
iter 240 value 308.286000
iter 250 value 307.658968
iter 260 value 307.421745
iter 270 value 307.390633
iter 280 value 307.388817
final  value 307.388786 
converged
# weights:  106
initial  value 50530.851554 
iter  10 value 10545.585199
iter  20 value 3706.804440
iter  30 value 1681.290514
iter  40 value 1188.153436
iter  50 value 861.611232
iter  60 value 682.717344
iter  70 value 594.929342
iter  80 value 534.417043
iter  90 value 495.972029
iter 100 value 423.646790
iter 110 value 399.314818
iter 120 value 373.810815
iter 130 value 345.945363
iter 140 value 328.970455
iter 150 value 321.547614
iter 160 value 318.068046
iter 170 value 315.443155
iter 180 value 307.206488
iter 190 value 298.955223
iter 200 value 297.210507
iter 210 value 296.218575
iter 220 value 295.488872
iter 230 value 294.302790
iter 240 value 293.160199
iter 250 value 292.478589
iter 260 value 292.199872
iter 270 value 292.170931
iter 280 value 292.168592
final  value 292.168540 
converged
# weights:  106
initial  value 52138.741050 
iter  10 value 16850.352886
iter  20 value 8412.241503
iter  30 value 4542.723785
iter  40 value 3486.569967
iter  50 value 2267.117747
iter  60 value 1750.904589
iter  70 value 1293.038881
iter  80 value 891.158474
iter  90 value 775.157713
iter 100 value 698.467463
iter 110 value 660.106045
iter 120 value 627.073703
iter 130 value 582.428241
iter 140 value 516.268053
iter 150 value 487.192010
iter 160 value 458.977596
iter 170 value 420.978733
iter 180 value 372.454898
iter 190 value 360.531637
iter 200 value 354.534725
iter 210 value 343.542824
iter 220 value 336.352643
iter 230 value 330.723171
iter 240 value 320.449823
iter 250 value 313.167263
iter 260 value 308.312889
iter 270 value 307.598768
iter 280 value 307.348917
iter 290 value 307.319543
final  value 307.319143 
converged
# weights:  106
initial  value 47823.292552 
iter  10 value 10114.045433
iter  20 value 5250.426998
iter  30 value 4249.202331
iter  40 value 2971.274140
iter  50 value 1801.850131
iter  60 value 1204.512994
iter  70 value 810.204978
iter  80 value 631.682579
iter  90 value 519.635779
iter 100 value 478.054422
iter 110 value 452.594702
iter 120 value 431.218932
iter 130 value 412.559499
iter 140 value 384.255104
iter 150 value 368.668257
iter 160 value 357.991309
iter 170 value 345.703821
iter 180 value 339.606342
iter 190 value 334.325460
iter 200 value 329.395930
iter 210 value 327.005538
iter 220 value 326.076343
iter 230 value 324.653688
iter 240 value 322.837566
iter 250 value 322.057308
iter 260 value 321.823450
iter 270 value 321.796249
iter 280 value 321.792906
final  value 321.792830 
converged
# weights:  174
initial  value 43049.599440 
iter  10 value 8634.176976
iter  20 value 1736.880506
iter  30 value 1020.686281
iter  40 value 697.822500
iter  50 value 547.427801
iter  60 value 438.173241
iter  70 value 394.508668
iter  80 value 364.193444
iter  90 value 340.200578
iter 100 value 319.693645
iter 110 value 305.233913
iter 120 value 295.396212
iter 130 value 285.530572
iter 140 value 281.466862
iter 150 value 277.583696
iter 160 value 274.312663
iter 170 value 271.253443
iter 180 value 269.465908
iter 190 value 268.220924
iter 200 value 267.288056
iter 210 value 266.682930
iter 220 value 266.170937
iter 230 value 265.558269
iter 240 value 264.981071
iter 250 value 264.661570
iter 260 value 264.211719
iter 270 value 263.648584
iter 280 value 263.310082
iter 290 value 262.926336
iter 300 value 262.499641
iter 310 value 262.289592
iter 320 value 262.100574
iter 330 value 261.902713
iter 340 value 261.794433
iter 350 value 261.680376
iter 360 value 261.580955
iter 370 value 261.488878
iter 380 value 261.372066
iter 390 value 261.331906
iter 400 value 261.305816
iter 410 value 261.302665
iter 420 value 261.301575
iter 430 value 261.274404
iter 440 value 260.710637
iter 450 value 260.153919
iter 460 value 259.908468
iter 470 value 259.736805
iter 480 value 259.517192
iter 490 value 259.447344
iter 500 value 259.271897
iter 510 value 259.009738
iter 520 value 257.218218
iter 530 value 254.810825
iter 540 value 253.583694
iter 550 value 253.070284
iter 560 value 251.065340
iter 570 value 250.563984
iter 580 value 250.280852
iter 590 value 250.083041
iter 600 value 250.074817
iter 610 value 250.074443
iter 620 value 250.074159
final  value 250.074118 
converged
# weights:  174
initial  value 43665.458716 
iter  10 value 8984.889297
iter  20 value 2696.331326
iter  30 value 1154.094338
iter  40 value 817.785616
iter  50 value 648.684138
iter  60 value 562.271275
iter  70 value 515.194040
iter  80 value 468.556923
iter  90 value 440.453957
iter 100 value 411.333495
iter 110 value 382.801145
iter 120 value 357.749307
iter 130 value 327.277584
iter 140 value 313.059974
iter 150 value 301.794529
iter 160 value 293.457323
iter 170 value 289.942557
iter 180 value 286.711683
iter 190 value 281.365073
iter 200 value 275.758344
iter 210 value 273.454130
iter 220 value 270.781634
iter 230 value 268.601234
iter 240 value 267.579016
iter 250 value 266.298229
iter 260 value 265.867421
iter 270 value 265.132730
iter 280 value 264.786856
iter 290 value 264.603093
iter 300 value 264.568016
iter 310 value 264.545078
iter 320 value 264.514276
iter 330 value 264.469723
iter 340 value 264.419114
iter 350 value 264.401273
iter 360 value 264.389776
iter 370 value 264.370086
iter 380 value 264.350355
iter 390 value 264.337391
iter 400 value 264.331209
iter 410 value 264.329893
iter 420 value 264.329287
iter 430 value 264.328645
iter 440 value 264.322445
iter 450 value 264.321493
final  value 264.321487 
converged
# weights:  174
initial  value 39210.128340 
iter  10 value 6829.711628
iter  20 value 1941.510995
iter  30 value 900.141920
iter  40 value 529.924904
iter  50 value 447.029538
iter  60 value 400.483629
iter  70 value 374.823894
iter  80 value 345.910788
iter  90 value 322.269961
iter 100 value 305.110005
iter 110 value 290.021182
iter 120 value 282.253923
iter 130 value 276.021086
iter 140 value 268.413415
iter 150 value 264.483587
iter 160 value 262.032219
iter 170 value 259.557246
iter 180 value 257.856735
iter 190 value 253.909711
iter 200 value 248.730812
iter 210 value 247.030590
iter 220 value 245.730114
iter 230 value 244.836595
iter 240 value 244.082459
iter 250 value 243.261865
iter 260 value 242.793742
iter 270 value 242.647116
iter 280 value 242.584847
iter 290 value 242.502818
iter 300 value 242.435521
iter 310 value 242.355027
iter 320 value 242.287973
iter 330 value 242.109149
iter 340 value 240.410203
iter 350 value 239.655959
iter 360 value 239.434187
iter 370 value 238.976859
iter 380 value 238.447774
iter 390 value 238.130576
iter 400 value 237.928614
iter 410 value 237.779732
iter 420 value 237.700822
iter 430 value 237.685552
iter 440 value 237.684735
final  value 237.684720 
converged
# weights:  174
initial  value 43857.148645 
iter  10 value 4983.132146
iter  20 value 1894.824478
iter  30 value 1149.948997
iter  40 value 808.969921
iter  50 value 525.480787
iter  60 value 444.424987
iter  70 value 382.177480
iter  80 value 359.600782
iter  90 value 340.013124
iter 100 value 326.008555
iter 110 value 316.263992
iter 120 value 308.493558
iter 130 value 304.754771
iter 140 value 299.927192
iter 150 value 293.092734
iter 160 value 287.531713
iter 170 value 283.641007
iter 180 value 279.389416
iter 190 value 273.145423
iter 200 value 271.464860
iter 210 value 270.499833
iter 220 value 269.731560
iter 230 value 268.591599
iter 240 value 268.059762
iter 250 value 267.731268
iter 260 value 267.580927
iter 270 value 267.346786
iter 280 value 267.090285
iter 290 value 266.923297
iter 300 value 266.831217
iter 310 value 266.778749
iter 320 value 266.757964
iter 330 value 266.728410
iter 340 value 266.692209
iter 350 value 266.505584
iter 360 value 265.802750
iter 370 value 265.240935
iter 380 value 265.068009
iter 390 value 264.959001
iter 400 value 262.892211
iter 410 value 258.133177
iter 420 value 254.651207
iter 430 value 253.901466
iter 440 value 253.793666
iter 450 value 253.779817
iter 460 value 253.777294
iter 470 value 253.772717
iter 480 value 253.771296
iter 490 value 253.769171
iter 500 value 253.766448
iter 510 value 253.755666
iter 520 value 253.549004
iter 530 value 252.004167
iter 540 value 249.363605
iter 550 value 248.221004
iter 560 value 247.994683
iter 570 value 247.957049
iter 580 value 247.955587
iter 580 value 247.955584
iter 580 value 247.955584
final  value 247.955584 
converged
# weights:  174
initial  value 44617.535528 
iter  10 value 11421.159009
iter  20 value 2099.717267
iter  30 value 1194.028125
iter  40 value 758.757199
iter  50 value 596.455617
iter  60 value 494.941140
iter  70 value 450.484782
iter  80 value 415.047178
iter  90 value 363.690145
iter 100 value 335.263508
iter 110 value 318.343778
iter 120 value 309.711715
iter 130 value 302.226427
iter 140 value 295.837177
iter 150 value 287.329427
iter 160 value 278.906519
iter 170 value 274.574304
iter 180 value 271.032243
iter 190 value 266.926139
iter 200 value 264.664227
iter 210 value 262.493058
iter 220 value 260.039303
iter 230 value 258.513670
iter 240 value 256.308546
iter 250 value 253.708777
iter 260 value 252.502697
iter 270 value 249.153250
iter 280 value 246.764375
iter 290 value 245.566773
iter 300 value 244.932129
iter 310 value 244.423228
iter 320 value 244.075698
iter 330 value 243.650284
iter 340 value 243.377913
iter 350 value 243.144419
iter 360 value 243.091117
iter 370 value 243.012365
iter 380 value 242.926496
iter 390 value 242.887081
iter 400 value 242.873121
iter 410 value 242.869577
iter 420 value 242.869012
final  value 242.868976 
converged
# weights:  174
initial  value 38905.258961 
iter  10 value 6135.215296
iter  20 value 1693.020682
iter  30 value 938.185413
iter  40 value 655.132158
iter  50 value 499.739675
iter  60 value 436.449325
iter  70 value 391.910355
iter  80 value 364.842366
iter  90 value 336.354920
iter 100 value 319.916842
iter 110 value 309.164773
iter 120 value 301.754546
iter 130 value 295.383106
iter 140 value 287.494767
iter 150 value 279.409438
iter 160 value 274.854263
iter 170 value 271.688641
iter 180 value 270.097817
iter 190 value 268.396517
iter 200 value 266.807851
iter 210 value 265.545281
iter 220 value 264.101398
iter 230 value 263.319262
iter 240 value 262.667600
iter 250 value 262.291407
iter 260 value 261.977853
iter 270 value 261.733698
iter 280 value 261.411398
iter 290 value 261.191961
iter 300 value 260.886311
iter 310 value 259.748036
iter 320 value 259.549542
iter 330 value 259.124078
iter 340 value 258.759760
iter 350 value 258.643907
iter 360 value 258.571830
iter 370 value 258.351972
iter 380 value 258.030003
iter 390 value 257.882303
iter 400 value 257.768590
iter 410 value 257.751212
iter 420 value 257.747849
iter 430 value 257.747076
iter 440 value 257.746826
final  value 257.746817 
converged
# weights:  106
initial  value 42033.682307 
iter  10 value 13489.535283
iter  20 value 3061.175417
iter  30 value 1878.520367
iter  40 value 1495.993129
iter  50 value 1066.302667
iter  60 value 912.066031
iter  70 value 734.021934
iter  80 value 588.405577
iter  90 value 518.803070
iter 100 value 470.532838
iter 110 value 441.092659
iter 120 value 380.971195
iter 130 value 369.967196
iter 140 value 359.977152
iter 150 value 348.836655
iter 160 value 344.403860
iter 170 value 337.322643
iter 180 value 335.440309
iter 190 value 332.487544
iter 200 value 330.721157
iter 210 value 328.312534
iter 220 value 327.008361
iter 230 value 325.507335
iter 240 value 324.639964
iter 250 value 323.923792
iter 260 value 323.582929
iter 270 value 323.513095
iter 280 value 323.501180
final  value 323.500662 
converged
# weights:  174
initial  value 46851.269381 
iter  10 value 5869.613827
iter  20 value 1152.336286
iter  30 value 837.805490
iter  40 value 542.507970
iter  50 value 452.502671
iter  60 value 385.324162
iter  70 value 355.171986
iter  80 value 334.743110
iter  90 value 317.023593
iter 100 value 304.628070
iter 110 value 295.593912
iter 120 value 285.551834
iter 130 value 280.209531
iter 140 value 278.498644
iter 150 value 276.561029
iter 160 value 273.850882
iter 170 value 270.479997
iter 180 value 267.513771
iter 190 value 265.436604
iter 200 value 264.387476
iter 210 value 263.356674
iter 220 value 261.274074
iter 230 value 260.163296
iter 240 value 259.477839
iter 250 value 259.281109
iter 260 value 259.180296
iter 270 value 259.146869
iter 280 value 259.077645
iter 290 value 259.008765
iter 300 value 258.953031
iter 310 value 258.935395
iter 320 value 258.921662
iter 330 value 258.888361
iter 340 value 258.854581
iter 350 value 258.847148
iter 360 value 258.843648
iter 370 value 258.837892
iter 380 value 258.829433
iter 390 value 258.824516
iter 400 value 258.821847
iter 410 value 258.820010
iter 420 value 258.819434
final  value 258.819353 
converged
# weights:  106
initial  value 41421.417571 
iter  10 value 11470.191631
iter  20 value 3199.015597
iter  30 value 1667.628827
iter  40 value 1267.485057
iter  50 value 923.119014
iter  60 value 679.062839
iter  70 value 504.146676
iter  80 value 421.390949
iter  90 value 381.086831
iter 100 value 364.453614
iter 110 value 354.133709
iter 120 value 339.476340
iter 130 value 333.304023
iter 140 value 327.961958
iter 150 value 324.273271
iter 160 value 323.051562
iter 170 value 321.104268
iter 180 value 320.696496
iter 190 value 320.119303
iter 200 value 319.348381
iter 210 value 319.130023
iter 220 value 319.121607
iter 230 value 319.098564
iter 240 value 319.065438
iter 250 value 319.051776
iter 260 value 319.046427
iter 270 value 319.045717
final  value 319.045534 
converged
# weights:  106
initial  value 47034.253293 
iter  10 value 11855.212675
iter  20 value 3760.964314
iter  30 value 2091.430908
iter  40 value 1560.449717
iter  50 value 1189.835649
iter  60 value 1054.473334
iter  70 value 932.118902
iter  80 value 805.976752
iter  90 value 712.269063
iter 100 value 647.142127
iter 110 value 604.469399
iter 120 value 569.881744
iter 130 value 540.439042
iter 140 value 512.955760
iter 150 value 463.934160
iter 160 value 420.269857
iter 170 value 399.136480
iter 180 value 382.236344
iter 190 value 361.646970
iter 200 value 346.556353
iter 210 value 327.477015
iter 220 value 323.013593
iter 230 value 318.971577
iter 240 value 312.259634
iter 250 value 307.960306
iter 260 value 306.489352
iter 270 value 306.266738
iter 280 value 306.200467
iter 290 value 306.197956
final  value 306.197951 
converged
# weights:  174
initial  value 45164.521082 
iter  10 value 7429.437895
iter  20 value 1678.123026
iter  30 value 1150.632735
iter  40 value 829.696561
iter  50 value 682.345574
iter  60 value 571.735577
iter  70 value 501.490001
iter  80 value 451.213176
iter  90 value 399.441454
iter 100 value 358.198659
iter 110 value 333.641957
iter 120 value 324.652117
iter 130 value 316.785345
iter 140 value 309.314619
iter 150 value 298.184286
iter 160 value 291.124861
iter 170 value 287.322131
iter 180 value 284.820746
iter 190 value 282.964734
iter 200 value 281.033772
iter 210 value 279.971024
iter 220 value 279.079535
iter 230 value 278.054455
iter 240 value 276.257530
iter 250 value 275.292434
iter 260 value 274.863773
iter 270 value 274.301566
iter 280 value 273.783715
iter 290 value 273.259326
iter 300 value 272.811825
iter 310 value 272.500317
iter 320 value 271.869745
iter 330 value 271.137323
iter 340 value 270.802141
iter 350 value 270.464126
iter 360 value 270.340305
iter 370 value 270.164051
iter 380 value 269.887996
iter 390 value 269.686017
iter 400 value 269.513862
iter 410 value 269.411720
iter 420 value 269.353297
iter 430 value 269.343052
iter 440 value 269.341035
final  value 269.340883 
converged
# weights:  174
initial  value 44728.346710 
iter  10 value 5011.549763
iter  20 value 908.658968
iter  30 value 577.905830
iter  40 value 409.341376
iter  50 value 360.943903
iter  60 value 311.043817
iter  70 value 297.014219
iter  80 value 291.431001
iter  90 value 288.440165
iter 100 value 287.337307
iter 110 value 285.820255
iter 120 value 284.126285
iter 130 value 282.231148
iter 140 value 280.718953
iter 150 value 279.619162
iter 160 value 278.185244
iter 170 value 277.051691
iter 180 value 273.949546
iter 190 value 271.137756
iter 200 value 270.080341
iter 210 value 268.574512
iter 220 value 267.905121
iter 230 value 267.760244
iter 240 value 267.724969
iter 250 value 267.535452
iter 260 value 267.341711
iter 270 value 267.145523
iter 280 value 266.661007
iter 290 value 265.755984
iter 300 value 264.782150
iter 310 value 263.715338
iter 320 value 263.324922
iter 330 value 262.902052
iter 340 value 262.711799
iter 350 value 262.671480
iter 360 value 262.664670
final  value 262.664461 
converged
# weights:  174
initial  value 44596.314699 
iter  10 value 5503.033186
iter  20 value 1588.814065
iter  30 value 803.832567
iter  40 value 511.187102
iter  50 value 427.956991
iter  60 value 374.971255
iter  70 value 353.112068
iter  80 value 335.509512
iter  90 value 323.757034
iter 100 value 312.856035
iter 110 value 298.804019
iter 120 value 290.153173
iter 130 value 283.594194
iter 140 value 277.723638
iter 150 value 276.426239
iter 160 value 274.882902
iter 170 value 273.845735
iter 180 value 272.915627
iter 190 value 270.300805
iter 200 value 268.037679
iter 210 value 265.898608
iter 220 value 264.949678
iter 230 value 263.597083
iter 240 value 262.064385
iter 250 value 261.584590
iter 260 value 260.694457
iter 270 value 259.291264
iter 280 value 258.568690
iter 290 value 258.315465
iter 300 value 257.893066
iter 310 value 257.602150
iter 320 value 257.405139
iter 330 value 257.127425
iter 340 value 256.686247
iter 350 value 255.933421
iter 360 value 255.766839
iter 370 value 255.449732
iter 380 value 254.984069
iter 390 value 254.787024
iter 400 value 254.727264
iter 410 value 254.716154
iter 420 value 254.713739
iter 430 value 254.713492
final  value 254.713486 
converged
# weights:  174
initial  value 43192.690129 
iter  10 value 5961.130287
iter  20 value 1387.457101
iter  30 value 617.631519
iter  40 value 449.232049
iter  50 value 369.001827
iter  60 value 335.632478
iter  70 value 315.324096
iter  80 value 288.698054
iter  90 value 273.712812
iter 100 value 262.417816
iter 110 value 254.419725
iter 120 value 251.287886
iter 130 value 249.535401
iter 140 value 248.140265
iter 150 value 246.421965
iter 160 value 245.291526
iter 170 value 244.043822
iter 180 value 242.886742
iter 190 value 242.349504
iter 200 value 241.763820
iter 210 value 240.961381
iter 220 value 240.310487
iter 230 value 239.816591
iter 240 value 238.782298
iter 250 value 237.934027
iter 260 value 237.425886
iter 270 value 236.983478
iter 280 value 236.641916
iter 290 value 236.403418
iter 300 value 236.215407
iter 310 value 236.064122
iter 320 value 235.779547
iter 330 value 235.590259
iter 340 value 235.460911
iter 350 value 235.195127
iter 360 value 235.066897
iter 370 value 234.947817
iter 380 value 234.789360
iter 390 value 234.718125
iter 400 value 234.682873
iter 410 value 234.671558
iter 420 value 234.665555
iter 430 value 234.664974
final  value 234.664967 
converged
# weights:  106
initial  value 40031.155002 
iter  10 value 8149.801223
iter  20 value 3005.749303
iter  30 value 1594.605204
iter  40 value 1068.130137
iter  50 value 832.076055
iter  60 value 714.650536
iter  70 value 602.013309
iter  80 value 513.656376
iter  90 value 423.031822
iter 100 value 399.430898
iter 110 value 379.185894
iter 120 value 361.983400
iter 130 value 352.275407
iter 140 value 349.137645
iter 150 value 346.582672
iter 160 value 341.405755
iter 170 value 336.715594
iter 180 value 334.773341
iter 190 value 331.267625
iter 200 value 327.584735
iter 210 value 325.820968
iter 220 value 325.431122
iter 230 value 324.009628
iter 240 value 321.681096
iter 250 value 319.968985
iter 260 value 319.270697
iter 270 value 319.165457
iter 280 value 319.158766
final  value 319.158566 
converged
# weights:  106
initial  value 44553.501169 
iter  10 value 13103.491514
iter  20 value 4547.822791
iter  30 value 3022.286392
iter  40 value 1959.832896
iter  50 value 1312.782244
iter  60 value 991.203639
iter  70 value 834.373391
iter  80 value 649.832254
iter  90 value 535.847669
iter 100 value 472.512092
iter 110 value 441.753555
iter 120 value 422.412346
iter 130 value 412.557569
iter 140 value 405.173978
iter 150 value 395.813982
iter 160 value 371.104280
iter 170 value 355.386935
iter 180 value 348.198898
iter 190 value 344.241691
iter 200 value 337.099534
iter 210 value 328.631953
iter 220 value 323.550996
iter 230 value 321.955799
iter 240 value 320.073342
iter 250 value 318.853251
iter 260 value 318.220264
iter 270 value 318.044929
iter 280 value 317.987858
iter 290 value 317.984646
final  value 317.984636 
converged
# weights:  174
initial  value 42891.490735 
iter  10 value 9343.452879
iter  20 value 2031.684968
iter  30 value 893.048282
iter  40 value 612.163089
iter  50 value 485.124581
iter  60 value 437.027708
iter  70 value 392.484480
iter  80 value 360.195076
iter  90 value 331.490979
iter 100 value 314.827374
iter 110 value 304.370858
iter 120 value 298.334716
iter 130 value 294.653955
iter 140 value 292.048876
iter 150 value 289.516657
iter 160 value 284.257632
iter 170 value 281.234805
iter 180 value 279.011695
iter 190 value 275.189366
iter 200 value 270.134528
iter 210 value 265.803317
iter 220 value 264.933793
iter 230 value 263.924877
iter 240 value 263.159989
iter 250 value 262.303120
iter 260 value 261.517310
iter 270 value 261.157521
iter 280 value 260.750220
iter 290 value 259.820232
iter 300 value 259.254620
iter 310 value 258.987398
iter 320 value 258.779376
iter 330 value 258.303106
iter 340 value 258.061518
iter 350 value 257.910613
iter 360 value 257.816817
iter 370 value 257.602790
iter 380 value 257.341934
iter 390 value 257.150123
iter 400 value 257.047509
iter 410 value 257.023974
iter 420 value 257.016486
iter 430 value 257.015419
final  value 257.015363 
converged
# weights:  106
initial  value 39658.889804 
iter  10 value 19015.803685
iter  20 value 4867.853486
iter  30 value 3337.082546
iter  40 value 2192.129752
iter  50 value 1736.450545
iter  60 value 1452.340368
iter  70 value 1245.440914
iter  80 value 1007.585021
iter  90 value 874.491959
iter 100 value 794.351076
iter 110 value 750.421653
iter 120 value 682.051106
iter 130 value 592.670537
iter 140 value 530.046605
iter 150 value 491.842495
iter 160 value 449.746409
iter 170 value 428.305156
iter 180 value 412.330951
iter 190 value 403.125480
iter 200 value 397.160458
iter 210 value 386.356474
iter 220 value 381.812532
iter 230 value 375.880350
iter 240 value 365.768622
iter 250 value 352.067895
iter 260 value 335.298743
iter 270 value 323.340592
iter 280 value 317.905564
iter 290 value 316.770064
iter 300 value 316.706621
iter 310 value 316.701328
final  value 316.701208 
converged
# weights:  106
initial  value 40311.524426 
iter  10 value 7918.206691
iter  20 value 3659.614471
iter  30 value 2325.370924
iter  40 value 1912.404628
iter  50 value 1559.025304
iter  60 value 1360.465366
iter  70 value 1166.020700
iter  80 value 827.387880
iter  90 value 581.700275
iter 100 value 475.637111
iter 110 value 427.206539
iter 120 value 384.102048
iter 130 value 368.525429
iter 140 value 361.675651
iter 150 value 353.982910
iter 160 value 347.830047
iter 170 value 343.571473
iter 180 value 341.405595
iter 190 value 339.018259
iter 200 value 337.571391
iter 210 value 336.143598
iter 220 value 335.416698
iter 230 value 334.394653
iter 240 value 333.373608
iter 250 value 332.886647
iter 260 value 332.565884
iter 270 value 332.513926
iter 280 value 332.506840
final  value 332.506708 
converged
# weights:  174
initial  value 42706.103631 
iter  10 value 9040.207335
iter  20 value 2616.082031
iter  30 value 1129.264820
iter  40 value 820.778484
iter  50 value 660.295373
iter  60 value 557.818263
iter  70 value 498.925400
iter  80 value 447.142975
iter  90 value 400.915292
iter 100 value 368.964344
iter 110 value 338.634298
iter 120 value 317.384195
iter 130 value 308.568827
iter 140 value 297.150655
iter 150 value 288.141912
iter 160 value 281.433406
iter 170 value 274.988112
iter 180 value 270.372610
iter 190 value 268.503436
iter 200 value 267.044014
iter 210 value 265.970950
iter 220 value 265.183800
iter 230 value 264.516332
iter 240 value 264.214650
iter 250 value 264.070186
iter 260 value 263.907477
iter 270 value 263.691712
iter 280 value 263.463447
iter 290 value 262.933056
iter 300 value 260.803766
iter 310 value 259.937174
iter 320 value 259.741804
iter 330 value 259.635647
iter 340 value 259.519135
iter 350 value 259.471971
iter 360 value 259.438178
iter 370 value 259.365551
iter 380 value 259.279468
iter 390 value 259.231095
iter 400 value 259.213391
iter 410 value 259.210658
iter 420 value 259.210121
final  value 259.210074 
converged
# weights:  174
initial  value 42718.492313 
iter  10 value 8861.377707
iter  20 value 2480.521919
iter  30 value 1178.081047
iter  40 value 902.330565
iter  50 value 719.212666
iter  60 value 574.604517
iter  70 value 515.511607
iter  80 value 453.694694
iter  90 value 380.502423
iter 100 value 335.794262
iter 110 value 310.086027
iter 120 value 301.079302
iter 130 value 293.705676
iter 140 value 290.078738
iter 150 value 284.890238
iter 160 value 279.020346
iter 170 value 275.197316
iter 180 value 273.074876
iter 190 value 269.709673
iter 200 value 266.905983
iter 210 value 264.994659
iter 220 value 263.576855
iter 230 value 262.946818
iter 240 value 261.870326
iter 250 value 260.330763
iter 260 value 259.296877
iter 270 value 258.780731
iter 280 value 258.257204
iter 290 value 256.623375
iter 300 value 255.257576
iter 310 value 254.140520
iter 320 value 253.499617
iter 330 value 252.883768
iter 340 value 252.350783
iter 350 value 252.020379
iter 360 value 251.869365
iter 370 value 251.467377
iter 380 value 251.056670
iter 390 value 250.826124
iter 400 value 250.718239
iter 410 value 250.646881
iter 420 value 250.589271
iter 430 value 250.584381
iter 440 value 250.584030
final  value 250.584021 
converged
# weights:  174
initial  value 42087.969734 
iter  10 value 7814.376990
iter  20 value 2628.140523
iter  30 value 1531.508670
iter  40 value 1069.263266
iter  50 value 829.393324
iter  60 value 589.000127
iter  70 value 480.152391
iter  80 value 431.907619
iter  90 value 383.894733
iter 100 value 346.788475
iter 110 value 321.455890
iter 120 value 311.260372
iter 130 value 302.457981
iter 140 value 294.675019
iter 150 value 284.750628
iter 160 value 277.243184
iter 170 value 270.848808
iter 180 value 265.881137
iter 190 value 264.303183
iter 200 value 262.671452
iter 210 value 261.368514
iter 220 value 259.922865
iter 230 value 258.878970
iter 240 value 258.000410
iter 250 value 257.447631
iter 260 value 257.242954
iter 270 value 256.918165
iter 280 value 256.505801
iter 290 value 256.310445
iter 300 value 255.876735
iter 310 value 255.561759
iter 320 value 255.410875
iter 330 value 255.098016
iter 340 value 254.679387
iter 350 value 253.178847
iter 360 value 252.536818
iter 370 value 251.542277
iter 380 value 250.393325
iter 390 value 249.577073
iter 400 value 248.851513
iter 410 value 248.599268
iter 420 value 248.468006
iter 430 value 248.247375
iter 440 value 247.949893
iter 450 value 247.902250
iter 460 value 247.898860
final  value 247.898818 
converged
# weights:  174
initial  value 44852.271728 
iter  10 value 4821.926743
iter  20 value 861.320175
iter  30 value 482.686673
iter  40 value 353.341445
iter  50 value 315.002209
iter  60 value 291.323740
iter  70 value 283.421858
iter  80 value 277.339097
iter  90 value 273.045779
iter 100 value 271.068087
iter 110 value 269.472143
iter 120 value 266.253416
iter 130 value 261.754915
iter 140 value 257.461238
iter 150 value 252.084009
iter 160 value 247.847786
iter 170 value 244.725083
iter 180 value 242.430117
iter 190 value 239.815418
iter 200 value 237.149650
iter 210 value 235.939305
iter 220 value 235.568858
iter 230 value 235.180312
iter 240 value 234.897188
iter 250 value 234.577404
iter 260 value 234.507925
iter 270 value 234.421032
iter 280 value 234.197410
iter 290 value 233.987577
iter 300 value 233.831134
iter 310 value 233.758885
iter 320 value 233.682508
iter 330 value 233.599106
iter 340 value 233.473338
iter 350 value 233.472727
iter 360 value 233.471238
iter 370 value 233.466773
iter 380 value 233.462779
iter 390 value 233.460884
iter 400 value 233.460243
iter 410 value 233.460163
final  value 233.460158 
converged
# weights:  174
initial  value 41810.794641 
iter  10 value 7707.722683
iter  20 value 1650.351190
iter  30 value 903.491092
iter  40 value 656.270512
iter  50 value 546.301410
iter  60 value 454.608806
iter  70 value 416.281191
iter  80 value 388.294360
iter  90 value 369.912737
iter 100 value 356.247539
iter 110 value 342.602622
iter 120 value 334.817102
iter 130 value 330.427087
iter 140 value 322.702846
iter 150 value 314.977972
iter 160 value 304.703008
iter 170 value 300.021175
iter 180 value 297.868690
iter 190 value 293.612911
iter 200 value 283.529329
iter 210 value 278.739818
iter 220 value 275.678154
iter 230 value 273.116811
iter 240 value 271.670804
iter 250 value 270.135488
iter 260 value 267.935017
iter 270 value 266.680860
iter 280 value 266.021117
iter 290 value 265.473866
iter 300 value 264.659899
iter 310 value 262.083573
iter 320 value 259.606859
iter 330 value 258.574049
iter 340 value 257.854494
iter 350 value 256.957384
iter 360 value 256.493292
iter 370 value 255.684899
iter 380 value 254.792128
iter 390 value 254.412107
iter 400 value 254.067072
iter 410 value 253.758895
iter 420 value 253.246985
iter 430 value 252.812143
iter 440 value 252.637113
iter 450 value 252.271443
iter 460 value 252.034065
iter 470 value 251.942940
iter 480 value 251.894958
iter 490 value 251.892649
final  value 251.892634 
converged
# weights:  174
initial  value 39528.049728 
iter  10 value 5232.661352
iter  20 value 2068.826097
iter  30 value 1136.045628
iter  40 value 743.146105
iter  50 value 603.152549
iter  60 value 485.064513
iter  70 value 429.579867
iter  80 value 386.563613
iter  90 value 359.419685
iter 100 value 344.597157
iter 110 value 330.333878
iter 120 value 312.549226
iter 130 value 297.740184
iter 140 value 288.274282
iter 150 value 278.949223
iter 160 value 271.689167
iter 170 value 267.000157
iter 180 value 263.672884
iter 190 value 259.884172
iter 200 value 256.816676
iter 210 value 254.473806
iter 220 value 253.455326
iter 230 value 251.999510
iter 240 value 250.924048
iter 250 value 250.520283
iter 260 value 250.212155
iter 270 value 250.061559
iter 280 value 249.826274
iter 290 value 249.374777
iter 300 value 249.112031
iter 310 value 248.991397
iter 320 value 248.879891
iter 330 value 248.743596
iter 340 value 248.647203
iter 350 value 248.509634
iter 360 value 248.453100
iter 370 value 248.295920
iter 380 value 248.088533
iter 390 value 247.951688
iter 400 value 247.851760
iter 410 value 247.819297
iter 420 value 247.815142
final  value 247.815017 
converged
# weights:  174
initial  value 43104.853229 
iter  10 value 9601.406781
iter  20 value 3003.963967
iter  30 value 1441.984873
iter  40 value 943.382616
iter  50 value 739.507297
iter  60 value 609.696382
iter  70 value 554.257185
iter  80 value 515.076953
iter  90 value 462.900965
iter 100 value 410.988900
iter 110 value 349.773489
iter 120 value 333.991476
iter 130 value 325.447749
iter 140 value 318.032155
iter 150 value 306.385701
iter 160 value 294.785029
iter 170 value 288.977990
iter 180 value 285.931444
iter 190 value 279.254303
iter 200 value 272.059725
iter 210 value 269.320365
iter 220 value 267.830130
iter 230 value 266.863570
iter 240 value 266.468935
iter 250 value 266.229379
iter 260 value 265.956845
iter 270 value 265.165558
iter 280 value 264.280353
iter 290 value 263.964266
iter 300 value 263.753532
iter 310 value 263.695061
iter 320 value 263.629866
iter 330 value 263.454996
iter 340 value 263.229997
iter 350 value 263.042276
iter 360 value 262.973344
iter 370 value 262.904139
iter 380 value 262.814798
iter 390 value 262.775714
iter 400 value 262.755847
iter 410 value 262.752442
iter 420 value 262.751887
final  value 262.751829 
converged
# weights:  174
initial  value 44425.086485 
iter  10 value 11346.529981
iter  20 value 1788.082355
iter  30 value 849.208282
iter  40 value 620.982447
iter  50 value 520.369149
iter  60 value 471.899934
iter  70 value 429.309678
iter  80 value 372.607209
iter  90 value 333.755532
iter 100 value 320.680949
iter 110 value 309.105536
iter 120 value 300.822336
iter 130 value 294.765265
iter 140 value 290.601597
iter 150 value 287.773847
iter 160 value 284.379789
iter 170 value 282.121486
iter 180 value 279.774591
iter 190 value 278.626374
iter 200 value 276.818749
iter 210 value 275.201447
iter 220 value 273.869061
iter 230 value 273.144336
iter 240 value 272.714870
iter 250 value 272.210304
iter 260 value 271.941178
iter 270 value 271.882765
iter 280 value 271.775424
iter 290 value 271.714424
iter 300 value 271.704740
iter 310 value 271.675188
iter 320 value 271.671815
iter 330 value 271.653943
iter 340 value 271.651611
iter 350 value 271.645211
iter 360 value 271.644611
iter 370 value 271.642993
iter 380 value 271.640216
iter 390 value 271.638347
iter 400 value 271.636357
iter 410 value 271.635423
iter 420 value 271.634686
iter 430 value 271.634394
final  value 271.634373 
converged
# weights:  106
initial  value 38582.500119 
iter  10 value 7926.517909
iter  20 value 2197.646526
iter  30 value 1266.569446
iter  40 value 1035.143305
iter  50 value 846.600999
iter  60 value 735.112070
iter  70 value 684.160246
iter  80 value 600.998600
iter  90 value 514.605254
iter 100 value 465.090374
iter 110 value 445.676349
iter 120 value 420.063520
iter 130 value 394.972686
iter 140 value 369.141445
iter 150 value 354.934156
iter 160 value 346.368455
iter 170 value 342.669213
iter 180 value 340.860894
iter 190 value 336.038901
iter 200 value 332.819640
iter 210 value 330.677339
iter 220 value 325.392653
iter 230 value 322.411273
iter 240 value 317.860178
iter 250 value 314.939013
iter 260 value 313.481178
iter 270 value 313.363807
iter 280 value 313.344460
final  value 313.344044 
converged
# weights:  174
initial  value 48672.476228 
iter  10 value 4563.040741
iter  20 value 1109.215139
iter  30 value 543.861653
iter  40 value 424.666681
iter  50 value 360.935251
iter  60 value 323.264503
iter  70 value 314.738487
iter  80 value 310.367136
iter  90 value 307.595593
iter 100 value 301.403902
iter 110 value 292.208670
iter 120 value 288.687702
iter 130 value 286.216636
iter 140 value 283.748376
iter 150 value 280.849982
iter 160 value 278.402236
iter 170 value 277.131901
iter 180 value 276.472733
iter 190 value 275.010482
iter 200 value 270.944581
iter 210 value 268.993242
iter 220 value 266.330881
iter 230 value 263.772247
iter 240 value 260.973837
iter 250 value 259.893551
iter 260 value 258.860148
iter 270 value 257.693905
iter 280 value 257.010689
iter 290 value 256.637571
iter 300 value 256.315581
iter 310 value 255.550345
iter 320 value 254.755502
iter 330 value 254.094570
iter 340 value 253.540939
iter 350 value 253.363317
iter 360 value 253.115231
iter 370 value 252.781022
iter 380 value 252.319970
iter 390 value 251.955142
iter 400 value 251.795334
iter 410 value 251.726894
iter 420 value 251.715352
iter 430 value 251.713995
final  value 251.713939 
converged
# weights:  174
initial  value 45034.306084 
iter  10 value 7875.748115
iter  20 value 2122.466472
iter  30 value 1057.281777
iter  40 value 734.755295
iter  50 value 568.643078
iter  60 value 477.407913
iter  70 value 432.385732
iter  80 value 393.229903
iter  90 value 349.726681
iter 100 value 323.655303
iter 110 value 307.337150
iter 120 value 279.013971
iter 130 value 271.905055
iter 140 value 269.339416
iter 150 value 265.915056
iter 160 value 262.567246
iter 170 value 259.789108
iter 180 value 256.801743
iter 190 value 254.676213
iter 200 value 253.088283
iter 210 value 251.620983
iter 220 value 248.429653
iter 230 value 247.215188
iter 240 value 246.133786
iter 250 value 245.437150
iter 260 value 244.941761
iter 270 value 244.200595
iter 280 value 242.975550
iter 290 value 242.316140
iter 300 value 242.009962
iter 310 value 241.911598
iter 320 value 241.887878
iter 330 value 241.742406
iter 340 value 241.608911
iter 350 value 241.462034
iter 360 value 241.442982
iter 370 value 241.397286
iter 380 value 241.326141
iter 390 value 241.290619
iter 400 value 241.248465
iter 410 value 241.228285
iter 420 value 241.221973
iter 430 value 241.221270
final  value 241.221251 
converged
# weights:  174
initial  value 41400.153889 
iter  10 value 3601.469416
iter  20 value 1196.134106
iter  30 value 689.676698
iter  40 value 558.065927
iter  50 value 452.814308
iter  60 value 396.967924
iter  70 value 356.573924
iter  80 value 344.484862
iter  90 value 332.785040
iter 100 value 323.907847
iter 110 value 318.834957
iter 120 value 314.344014
iter 130 value 308.945188
iter 140 value 303.388829
iter 150 value 296.989431
iter 160 value 291.746600
iter 170 value 289.680832
iter 180 value 288.128761
iter 190 value 285.730213
iter 200 value 284.500842
iter 210 value 283.293520
iter 220 value 282.354451
iter 230 value 281.583283
iter 240 value 281.054821
iter 250 value 280.795851
iter 260 value 280.566484
iter 270 value 280.479477
iter 280 value 280.388624
iter 290 value 280.303706
iter 300 value 280.228006
iter 310 value 280.170209
iter 320 value 280.146162
iter 330 value 280.122915
iter 340 value 280.086840
iter 350 value 280.004685
iter 360 value 279.715258
iter 370 value 277.141244
iter 380 value 273.289624
iter 390 value 272.035571
iter 400 value 271.492096
iter 410 value 271.240233
iter 420 value 271.182413
iter 430 value 271.155919
iter 440 value 271.070976
iter 450 value 269.778440
iter 460 value 269.339820
iter 470 value 269.242537
iter 480 value 269.163355
iter 490 value 265.209368
iter 500 value 259.701456
iter 510 value 259.137434
iter 520 value 258.926074
iter 530 value 258.570541
iter 540 value 258.487022
iter 550 value 258.468216
iter 560 value 258.452018
iter 570 value 258.396282
iter 580 value 258.315200
iter 590 value 258.241959
iter 600 value 258.229419
iter 610 value 258.227162
iter 620 value 258.226304
final  value 258.226251 
converged
# weights:  106
initial  value 41778.471066 
iter  10 value 13585.300554
iter  20 value 3982.743930
iter  30 value 1957.827116
iter  40 value 1510.661003
iter  50 value 1018.266023
iter  60 value 833.388974
iter  70 value 660.283426
iter  80 value 527.929766
iter  90 value 430.014780
iter 100 value 393.778322
iter 110 value 382.581457
iter 120 value 371.392575
iter 130 value 362.282118
iter 140 value 353.991369
iter 150 value 333.044357
iter 160 value 329.619378
iter 170 value 327.143084
iter 180 value 325.632247
iter 190 value 325.027997
iter 200 value 323.717994
iter 210 value 322.985223
iter 220 value 322.307518
iter 230 value 321.850038
iter 240 value 320.192842
iter 250 value 319.022323
iter 260 value 318.187310
iter 270 value 317.775758
iter 280 value 317.644947
iter 290 value 317.641489
final  value 317.641477 
converged
# weights:  106
initial  value 39497.584998 
iter  10 value 9462.145446
iter  20 value 5560.407717
iter  30 value 2495.915463
iter  40 value 1675.087631
iter  50 value 1277.794945
iter  60 value 954.024498
iter  70 value 759.600530
iter  80 value 644.120826
iter  90 value 557.122238
iter 100 value 509.591035
iter 110 value 449.043593
iter 120 value 429.482875
iter 130 value 418.297321
iter 140 value 410.614997
iter 150 value 399.042171
iter 160 value 382.994780
iter 170 value 361.949761
iter 180 value 343.282437
iter 190 value 333.051860
iter 200 value 329.585024
iter 210 value 322.792599
iter 220 value 321.114270
iter 230 value 319.732002
iter 240 value 318.385089
iter 250 value 317.534953
iter 260 value 317.141292
iter 270 value 317.072026
iter 280 value 317.062431
iter 290 value 317.062134
iter 290 value 317.062131
iter 290 value 317.062131
final  value 317.062131 
converged
# weights:  174
initial  value 39161.161548 
iter  10 value 6347.893696
iter  20 value 2137.260599
iter  30 value 1148.241921
iter  40 value 820.456385
iter  50 value 638.409324
iter  60 value 542.047494
iter  70 value 483.450071
iter  80 value 434.170113
iter  90 value 386.443012
iter 100 value 356.117158
iter 110 value 336.362509
iter 120 value 313.033682
iter 130 value 294.259069
iter 140 value 284.206543
iter 150 value 280.025978
iter 160 value 277.456611
iter 170 value 274.894519
iter 180 value 269.160182
iter 190 value 266.131318
iter 200 value 261.428316
iter 210 value 258.758914
iter 220 value 256.993002
iter 230 value 255.200213
iter 240 value 254.144460
iter 250 value 253.258419
iter 260 value 252.574782
iter 270 value 251.651090
iter 280 value 250.431050
iter 290 value 249.606416
iter 300 value 249.394654
iter 310 value 248.945368
iter 320 value 248.077591
iter 330 value 247.802867
iter 340 value 247.546290
iter 350 value 247.462805
iter 360 value 247.422469
iter 370 value 247.378708
iter 380 value 247.299093
iter 390 value 247.261029
iter 400 value 247.224225
iter 410 value 247.212407
iter 420 value 247.203934
iter 430 value 247.198999
iter 440 value 247.164645
iter 450 value 243.750029
iter 460 value 238.639701
iter 470 value 236.905674
iter 480 value 236.385059
iter 490 value 236.035190
iter 500 value 235.846739
iter 510 value 235.833421
iter 520 value 235.832824
final  value 235.832820 
converged
# weights:  174
initial  value 43266.195153 
iter  10 value 5974.317905
iter  20 value 1791.963024
iter  30 value 1083.848214
iter  40 value 690.232314
iter  50 value 594.064269
iter  60 value 489.364201
iter  70 value 431.202787
iter  80 value 388.509785
iter  90 value 361.458607
iter 100 value 332.852468
iter 110 value 316.969397
iter 120 value 303.251188
iter 130 value 296.577177
iter 140 value 293.550962
iter 150 value 288.546357
iter 160 value 285.555411
iter 170 value 282.732023
iter 180 value 280.986543
iter 190 value 279.034888
iter 200 value 277.717027
iter 210 value 276.099387
iter 220 value 275.719296
iter 230 value 275.253149
iter 240 value 274.667270
iter 250 value 274.381426
iter 260 value 274.157249
iter 270 value 273.864224
iter 280 value 273.729296
iter 290 value 273.689396
iter 300 value 273.607926
iter 310 value 273.510772
iter 320 value 273.330308
iter 330 value 273.107597
iter 340 value 272.917640
iter 350 value 272.443382
iter 360 value 272.320902
iter 370 value 272.144670
iter 380 value 271.863301
iter 390 value 271.716073
iter 400 value 271.208791
iter 410 value 270.079131
iter 420 value 267.716561
iter 430 value 266.381173
iter 440 value 266.134061
iter 450 value 266.093860
iter 460 value 266.090296
iter 470 value 266.089733
final  value 266.089727 
converged
# weights:  174
initial  value 37854.069841 
iter  10 value 4762.260674
iter  20 value 1331.673556
iter  30 value 807.480443
iter  40 value 605.423914
iter  50 value 464.102432
iter  60 value 403.248289
iter  70 value 371.516850
iter  80 value 348.181751
iter  90 value 327.272960
iter 100 value 304.256725
iter 110 value 293.959458
iter 120 value 287.170324
iter 130 value 282.295634
iter 140 value 275.308168
iter 150 value 271.003562
iter 160 value 269.098128
iter 170 value 267.347302
iter 180 value 266.511809
iter 190 value 265.839435
iter 200 value 265.357263
iter 210 value 265.011098
iter 220 value 264.342485
iter 230 value 263.881035
iter 240 value 263.556531
iter 250 value 263.254091
iter 260 value 262.965550
iter 270 value 262.757814
iter 280 value 262.593940
iter 290 value 262.340411
iter 300 value 262.021908
iter 310 value 261.919623
iter 320 value 261.870627
iter 330 value 261.851158
iter 340 value 261.837212
iter 350 value 261.831508
iter 360 value 261.828564
iter 370 value 261.825980
iter 380 value 261.820351
iter 390 value 261.816970
iter 400 value 261.815497
iter 410 value 261.814989
iter 420 value 261.814693
iter 430 value 261.814503
final  value 261.814455 
converged
# weights:  174
initial  value 43575.332335 
iter  10 value 6940.631105
iter  20 value 1553.723859
iter  30 value 823.332554
iter  40 value 596.751446
iter  50 value 412.413958
iter  60 value 365.714940
iter  70 value 326.735750
iter  80 value 311.541375
iter  90 value 295.044128
iter 100 value 284.779686
iter 110 value 279.887377
iter 120 value 275.652547
iter 130 value 272.864896
iter 140 value 270.620029
iter 150 value 268.714384
iter 160 value 267.003587
iter 170 value 263.565691
iter 180 value 259.161045
iter 190 value 256.180596
iter 200 value 254.230700
iter 210 value 253.348122
iter 220 value 252.488424
iter 230 value 250.813354
iter 240 value 249.621468
iter 250 value 248.416143
iter 260 value 247.591603
iter 270 value 246.992962
iter 280 value 246.838289
iter 290 value 246.705878
iter 300 value 246.608468
iter 310 value 246.556697
iter 320 value 246.512115
iter 330 value 246.441960
iter 340 value 246.388004
iter 350 value 246.311317
iter 360 value 246.258913
iter 370 value 246.191692
iter 380 value 246.093843
iter 390 value 246.056096
iter 400 value 246.035660
iter 410 value 246.030795
iter 420 value 246.029026
iter 430 value 246.028934
iter 430 value 246.028932
iter 430 value 246.028932
final  value 246.028932 
converged
# weights:  174
initial  value 42347.799900 
iter  10 value 5670.860898
iter  20 value 1212.877046
iter  30 value 736.301348
iter  40 value 531.523984
iter  50 value 458.118257
iter  60 value 395.254544
iter  70 value 366.461338
iter  80 value 341.918613
iter  90 value 314.548449
iter 100 value 297.613624
iter 110 value 289.408674
iter 120 value 281.499962
iter 130 value 277.979632
iter 140 value 273.954813
iter 150 value 270.510063
iter 160 value 267.307808
iter 170 value 264.780547
iter 180 value 262.557611
iter 190 value 260.248742
iter 200 value 257.580352
iter 210 value 253.558127
iter 220 value 250.151050
iter 230 value 248.066134
iter 240 value 247.129969
iter 250 value 246.482687
iter 260 value 245.922449
iter 270 value 245.352704
iter 280 value 244.918108
iter 290 value 244.710511
iter 300 value 244.391621
iter 310 value 243.877997
iter 320 value 243.359205
iter 330 value 243.012336
iter 340 value 242.786797
iter 350 value 242.708921
iter 360 value 242.604770
iter 370 value 242.389900
iter 380 value 242.139506
iter 390 value 241.943833
iter 400 value 241.878643
iter 410 value 241.862835
iter 420 value 241.860824
final  value 241.860711 
converged
# weights:  174
initial  value 38032.515674 
iter  10 value 8130.317725
iter  20 value 1861.880291
iter  30 value 858.463527
iter  40 value 676.761980
iter  50 value 536.551634
iter  60 value 440.855743
iter  70 value 410.865419
iter  80 value 380.815207
iter  90 value 362.517538
iter 100 value 350.968726
iter 110 value 342.005956
iter 120 value 333.585992
iter 130 value 327.161854
iter 140 value 321.839153
iter 150 value 314.378507
iter 160 value 308.032021
iter 170 value 303.770265
iter 180 value 299.643136
iter 190 value 295.661220
iter 200 value 288.812533
iter 210 value 284.348427
iter 220 value 280.576630
iter 230 value 277.973293
iter 240 value 275.548530
iter 250 value 274.911920
iter 260 value 274.172640
iter 270 value 272.663582
iter 280 value 270.012206
iter 290 value 267.763628
iter 300 value 267.171534
iter 310 value 266.012785
iter 320 value 264.931584
iter 330 value 264.431844
iter 340 value 263.959956
iter 350 value 263.568268
iter 360 value 263.389014
iter 370 value 263.036591
iter 380 value 262.551377
iter 390 value 262.208538
iter 400 value 262.030642
iter 410 value 261.980665
iter 420 value 261.960828
iter 430 value 261.958729
final  value 261.958689 
converged
# weights:  106
initial  value 44722.463058 
iter  10 value 7827.454370
iter  20 value 3769.198334
iter  30 value 2149.067113
iter  40 value 1463.369704
iter  50 value 906.250157
iter  60 value 732.061535
iter  70 value 636.132320
iter  80 value 578.866527
iter  90 value 533.526622
iter 100 value 465.118840
iter 110 value 411.298446
iter 120 value 389.088997
iter 130 value 373.475776
iter 140 value 361.384986
iter 150 value 354.278444
iter 160 value 349.234110
iter 170 value 348.056050
iter 180 value 347.098210
iter 190 value 346.795933
iter 200 value 346.648422
iter 210 value 346.527818
iter 220 value 346.365673
iter 230 value 346.183450
iter 240 value 346.025674
iter 250 value 345.920247
iter 260 value 345.888698
iter 270 value 345.885119
final  value 345.884770 
converged
# weights:  174
initial  value 38471.816107 
iter  10 value 3576.404679
iter  20 value 965.834710
iter  30 value 576.329612
iter  40 value 393.003168
iter  50 value 336.927569
iter  60 value 304.856783
iter  70 value 289.743657
iter  80 value 280.127107
iter  90 value 272.783561
iter 100 value 263.824156
iter 110 value 259.848327
iter 120 value 256.934807
iter 130 value 255.369811
iter 140 value 254.367905
iter 150 value 252.953917
iter 160 value 250.659173
iter 170 value 249.704489
iter 180 value 249.149261
iter 190 value 248.773351
iter 200 value 248.178039
iter 210 value 246.928299
iter 220 value 245.812355
iter 230 value 245.073551
iter 240 value 244.707624
iter 250 value 244.419833
iter 260 value 244.076179
iter 270 value 243.602945
iter 280 value 243.406444
iter 290 value 243.165063
iter 300 value 243.007456
iter 310 value 242.949454
iter 320 value 242.912687
iter 330 value 242.896442
iter 340 value 242.880027
iter 350 value 242.844878
iter 360 value 242.838686
iter 370 value 242.824515
iter 380 value 242.809070
iter 390 value 242.802536
iter 400 value 242.795390
iter 410 value 242.790941
iter 420 value 242.788345
iter 430 value 242.787628
iter 440 value 242.787335
final  value 242.787305 
converged
# weights:  106
initial  value 42931.212707 
iter  10 value 17894.273574
iter  20 value 7736.790600
iter  30 value 3412.588971
iter  40 value 2388.846120
iter  50 value 1745.625659
iter  60 value 1296.070517
iter  70 value 846.445700
iter  80 value 563.164561
iter  90 value 476.771570
iter 100 value 421.406546
iter 110 value 388.324739
iter 120 value 358.897685
iter 130 value 351.911782
iter 140 value 346.272311
iter 150 value 342.726824
iter 160 value 334.415382
iter 170 value 326.462045
iter 180 value 322.588006
iter 190 value 312.535893
iter 200 value 311.236618
iter 210 value 310.607551
iter 220 value 310.335367
iter 230 value 309.345648
iter 240 value 307.733222
iter 250 value 306.912498
iter 260 value 306.561029
iter 270 value 306.506834
iter 280 value 306.485801
final  value 306.485021 
converged
# weights:  174
initial  value 43226.345823 
iter  10 value 6175.851144
iter  20 value 2043.722166
iter  30 value 959.258011
iter  40 value 723.350951
iter  50 value 526.872307
iter  60 value 431.511247
iter  70 value 379.967804
iter  80 value 358.630475
iter  90 value 341.836011
iter 100 value 331.703170
iter 110 value 323.795961
iter 120 value 314.978622
iter 130 value 304.354089
iter 140 value 297.582634
iter 150 value 292.059058
iter 160 value 288.714794
iter 170 value 282.503936
iter 180 value 277.986697
iter 190 value 274.679746
iter 200 value 271.626439
iter 210 value 269.453636
iter 220 value 267.152210
iter 230 value 262.596267
iter 240 value 257.410836
iter 250 value 253.968964
iter 260 value 252.298459
iter 270 value 250.676670
iter 280 value 249.159476
iter 290 value 247.776208
iter 300 value 246.726881
iter 310 value 245.499033
iter 320 value 244.604153
iter 330 value 243.749620
iter 340 value 242.898555
iter 350 value 242.308297
iter 360 value 241.804133
iter 370 value 241.370469
iter 380 value 240.685606
iter 390 value 240.329395
iter 400 value 240.178804
iter 410 value 240.141340
iter 420 value 240.106878
iter 430 value 240.093926
final  value 240.093716 
converged
# weights:  106
initial  value 43614.673223 
iter  10 value 9180.571045
iter  20 value 1518.855929
iter  30 value 961.488204
iter  40 value 648.837005
iter  50 value 536.813119
iter  60 value 492.130575
iter  70 value 453.309027
iter  80 value 401.724760
iter  90 value 384.576168
iter 100 value 375.888675
iter 110 value 373.109832
iter 120 value 370.668862
iter 130 value 367.613159
iter 140 value 356.670874
iter 150 value 349.589484
iter 160 value 342.163775
iter 170 value 338.075430
iter 180 value 335.226602
iter 190 value 333.345219
iter 200 value 327.085334
iter 210 value 321.051538
iter 220 value 317.260764
iter 230 value 316.264819
iter 240 value 314.845283
iter 250 value 314.251831
iter 260 value 314.081024
iter 270 value 314.062633
iter 280 value 314.061149
final  value 314.061128 
converged
# weights:  174
initial  value 44121.457650 
iter  10 value 6969.145855
iter  20 value 1834.143377
iter  30 value 995.004746
iter  40 value 634.414454
iter  50 value 487.391245
iter  60 value 429.749501
iter  70 value 403.195973
iter  80 value 380.491965
iter  90 value 353.804831
iter 100 value 323.083140
iter 110 value 306.935218
iter 120 value 296.678733
iter 130 value 293.289335
iter 140 value 290.772884
iter 150 value 288.535280
iter 160 value 285.561809
iter 170 value 280.184031
iter 180 value 271.555587
iter 190 value 267.013958
iter 200 value 263.667459
iter 210 value 257.591383
iter 220 value 255.054722
iter 230 value 252.899990
iter 240 value 250.672345
iter 250 value 250.154082
iter 260 value 250.032643
iter 270 value 249.965290
iter 280 value 249.782415
iter 290 value 249.566363
iter 300 value 249.240369
iter 310 value 248.953087
iter 320 value 247.641776
iter 330 value 245.133034
iter 340 value 243.974238
iter 350 value 243.610566
iter 360 value 243.524910
iter 370 value 243.345161
iter 380 value 243.147355
iter 390 value 243.040831
iter 400 value 243.002474
iter 410 value 242.993432
iter 420 value 242.991885
final  value 242.991775 
converged
# weights:  174
initial  value 45729.195442 
iter  10 value 6297.956167
iter  20 value 1356.813946
iter  30 value 703.261917
iter  40 value 586.894383
iter  50 value 473.568326
iter  60 value 425.032355
iter  70 value 393.678382
iter  80 value 347.393304
iter  90 value 311.157429
iter 100 value 289.681668
iter 110 value 276.996003
iter 120 value 264.015169
iter 130 value 254.251088
iter 140 value 251.238985
iter 150 value 248.599673
iter 160 value 246.543927
iter 170 value 244.229232
iter 180 value 242.575138
iter 190 value 241.776629
iter 200 value 241.001464
iter 210 value 240.683786
iter 220 value 240.578865
iter 230 value 240.464633
iter 240 value 240.306041
iter 250 value 240.139111
iter 260 value 240.060311
iter 270 value 240.036154
iter 280 value 239.996656
iter 290 value 239.865060
iter 300 value 239.853765
iter 310 value 239.831701
iter 320 value 239.717145
iter 330 value 239.649013
iter 340 value 239.646687
iter 350 value 239.597713
iter 360 value 239.597360
iter 370 value 239.596953
iter 380 value 239.596448
iter 390 value 239.596233
final  value 239.596124 
converged
# weights:  106
initial  value 41872.641044 
iter  10 value 8461.879008
iter  20 value 3580.479471
iter  30 value 2435.249259
iter  40 value 1459.191592
iter  50 value 1014.842692
iter  60 value 739.092308
iter  70 value 650.908568
iter  80 value 556.801097
iter  90 value 509.853397
iter 100 value 475.160188
iter 110 value 448.571866
iter 120 value 424.753446
iter 130 value 402.712151
iter 140 value 393.598318
iter 150 value 385.562648
iter 160 value 379.766690
iter 170 value 374.548695
iter 180 value 361.199516
iter 190 value 352.916283
iter 200 value 347.754689
iter 210 value 346.003589
iter 220 value 344.300267
iter 230 value 341.359816
iter 240 value 338.139021
iter 250 value 335.500850
iter 260 value 333.938200
iter 270 value 333.565430
iter 280 value 333.435879
iter 290 value 333.430905
final  value 333.430870 
converged
# weights:  174
initial  value 40634.941270 
iter  10 value 3760.992176
iter  20 value 1226.953037
iter  30 value 704.170927
iter  40 value 502.679555
iter  50 value 409.161368
iter  60 value 356.190064
iter  70 value 334.459038
iter  80 value 315.927500
iter  90 value 293.216310
iter 100 value 278.888571
iter 110 value 267.557094
iter 120 value 260.618039
iter 130 value 257.018000
iter 140 value 253.707997
iter 150 value 250.821329
iter 160 value 248.387912
iter 170 value 247.476728
iter 180 value 246.525213
iter 190 value 245.267810
iter 200 value 244.516048
iter 210 value 243.727293
iter 220 value 242.909332
iter 230 value 242.313193
iter 240 value 241.255586
iter 250 value 240.030012
iter 260 value 239.215179
iter 270 value 238.708966
iter 280 value 238.353863
iter 290 value 237.928767
iter 300 value 237.734512
iter 310 value 237.562613
iter 320 value 237.400525
iter 330 value 237.055527
iter 340 value 236.895793
iter 350 value 236.874052
iter 360 value 236.847744
iter 370 value 236.808756
iter 380 value 236.744253
iter 390 value 236.710747
iter 400 value 236.697355
iter 410 value 236.694119
iter 420 value 236.693535
final  value 236.693483 
converged
# weights:  174
initial  value 43153.396311 
iter  10 value 7226.912569
iter  20 value 1296.512115
iter  30 value 747.771220
iter  40 value 554.120243
iter  50 value 468.220124
iter  60 value 408.623263
iter  70 value 360.877227
iter  80 value 322.502128
iter  90 value 299.029611
iter 100 value 285.575821
iter 110 value 279.441736
iter 120 value 276.275411
iter 130 value 273.550124
iter 140 value 269.491242
iter 150 value 264.258229
iter 160 value 262.020409
iter 170 value 260.058014
iter 180 value 257.433608
iter 190 value 254.052217
iter 200 value 251.601156
iter 210 value 250.073749
iter 220 value 248.919604
iter 230 value 247.706436
iter 240 value 246.778238
iter 250 value 246.544597
iter 260 value 246.222962
iter 270 value 246.131469
iter 280 value 245.914309
iter 290 value 245.716030
iter 300 value 245.272517
iter 310 value 244.549127
iter 320 value 244.495134
iter 330 value 244.480433
iter 340 value 244.452977
iter 350 value 244.439809
iter 360 value 244.429536
iter 370 value 244.414965
iter 380 value 244.399861
iter 390 value 244.392627
iter 400 value 244.389295
iter 410 value 244.388730
final  value 244.388672 
converged
# weights:  174
initial  value 44219.324505 
iter  10 value 6384.941272
iter  20 value 1345.198696
iter  30 value 815.385814
iter  40 value 537.268706
iter  50 value 432.244786
iter  60 value 363.825496
iter  70 value 326.145277
iter  80 value 311.236914
iter  90 value 300.269654
iter 100 value 293.250101
iter 110 value 284.124436
iter 120 value 277.892218
iter 130 value 272.790385
iter 140 value 269.900476
iter 150 value 266.395251
iter 160 value 263.359234
iter 170 value 260.076967
iter 180 value 257.200104
iter 190 value 254.331762
iter 200 value 252.164598
iter 210 value 249.130419
iter 220 value 246.186590
iter 230 value 244.702108
iter 240 value 244.089907
iter 250 value 243.376583
iter 260 value 242.928570
iter 270 value 242.697356
iter 280 value 242.544900
iter 290 value 242.500840
iter 300 value 242.472124
iter 310 value 242.397336
iter 320 value 242.356746
iter 330 value 242.338812
iter 340 value 242.323870
iter 350 value 242.312433
iter 360 value 242.308708
iter 370 value 242.301079
iter 380 value 242.293667
iter 390 value 242.289145
iter 400 value 242.287570
iter 410 value 242.287265
final  value 242.287239 
converged
# weights:  174
initial  value 39107.350000 
iter  10 value 5370.420495
iter  20 value 1157.405776
iter  30 value 731.717010
iter  40 value 555.550265
iter  50 value 454.984953
iter  60 value 398.518361
iter  70 value 361.659179
iter  80 value 339.801352
iter  90 value 324.357116
iter 100 value 316.764225
iter 110 value 310.725057
iter 120 value 305.203793
iter 130 value 300.664433
iter 140 value 294.299650
iter 150 value 290.014148
iter 160 value 282.995913
iter 170 value 275.840125
iter 180 value 271.242497
iter 190 value 268.181354
iter 200 value 266.470354
iter 210 value 264.383004
iter 220 value 262.536566
iter 230 value 261.592196
iter 240 value 260.841911
iter 250 value 260.293280
iter 260 value 259.626875
iter 270 value 258.983860
iter 280 value 258.542425
iter 290 value 258.265931
iter 300 value 257.858133
iter 310 value 257.594267
iter 320 value 257.263840
iter 330 value 256.723318
iter 340 value 256.236143
iter 350 value 255.881086
iter 360 value 255.640313
iter 370 value 255.251832
iter 380 value 254.747820
iter 390 value 254.590161
iter 400 value 254.431361
iter 410 value 254.402530
iter 420 value 254.350174
iter 430 value 254.053267
iter 440 value 253.412296
iter 450 value 252.553724
iter 460 value 252.200492
iter 470 value 252.127804
iter 480 value 252.114674
iter 490 value 252.109958
iter 500 value 252.109021
final  value 252.108986 
converged
# weights:  174
initial  value 40290.786681 
iter  10 value 8666.794647
iter  20 value 2933.345388
iter  30 value 1554.190966
iter  40 value 1025.435949
iter  50 value 801.695184
iter  60 value 658.696767
iter  70 value 530.411548
iter  80 value 448.615080
iter  90 value 394.968584
iter 100 value 355.790974
iter 110 value 332.311959
iter 120 value 313.562472
iter 130 value 301.112347
iter 140 value 295.252042
iter 150 value 289.177727
iter 160 value 283.403561
iter 170 value 279.097917
iter 180 value 275.756146
iter 190 value 272.289871
iter 200 value 268.018738
iter 210 value 265.222960
iter 220 value 262.215764
iter 230 value 259.367481
iter 240 value 256.445548
iter 250 value 254.527399
iter 260 value 253.419565
iter 270 value 251.578024
iter 280 value 249.385974
iter 290 value 248.703010
iter 300 value 246.691529
iter 310 value 245.327462
iter 320 value 243.135812
iter 330 value 242.433647
iter 340 value 241.643599
iter 350 value 240.839733
iter 360 value 240.456525
iter 370 value 239.740398
iter 380 value 238.967081
iter 390 value 238.471384
iter 400 value 238.225391
iter 410 value 238.188464
iter 420 value 238.174907
iter 430 value 238.174192
final  value 238.174179 
converged
# weights:  174
initial  value 41503.698789 
iter  10 value 5355.907651
iter  20 value 1076.889572
iter  30 value 630.015087
iter  40 value 445.910369
iter  50 value 378.096431
iter  60 value 343.491806
iter  70 value 326.037606
iter  80 value 307.307875
iter  90 value 291.443619
iter 100 value 284.232956
iter 110 value 281.690564
iter 120 value 279.029177
iter 130 value 277.188897
iter 140 value 275.551005
iter 150 value 272.070140
iter 160 value 265.293447
iter 170 value 263.583936
iter 180 value 262.557001
iter 190 value 261.751537
iter 200 value 261.474430
iter 210 value 261.202749
iter 220 value 260.299941
iter 230 value 259.616784
iter 240 value 258.679186
iter 250 value 258.310384
iter 260 value 258.110528
iter 270 value 257.724787
iter 280 value 256.700547
iter 290 value 256.551638
iter 300 value 256.487500
iter 310 value 256.403168
iter 320 value 256.318360
iter 330 value 256.292509
iter 340 value 256.275036
iter 350 value 256.256626
iter 360 value 256.232051
iter 370 value 256.199984
iter 380 value 256.141345
iter 390 value 256.117638
iter 400 value 256.106191
iter 410 value 256.103529
final  value 256.103241 
converged
# weights:  174
initial  value 40978.817743 
iter  10 value 6694.142287
iter  20 value 2195.339546
iter  30 value 1080.470415
iter  40 value 780.533766
iter  50 value 576.518465
iter  60 value 483.640420
iter  70 value 443.292495
iter  80 value 395.864597
iter  90 value 345.508458
iter 100 value 303.524473
iter 110 value 289.368018
iter 120 value 282.613768
iter 130 value 278.383602
iter 140 value 274.691651
iter 150 value 270.190872
iter 160 value 266.260759
iter 170 value 262.490537
iter 180 value 258.310939
iter 190 value 256.105540
iter 200 value 254.748971
iter 210 value 254.007418
iter 220 value 253.309074
iter 230 value 252.470193
iter 240 value 251.720347
iter 250 value 250.946550
iter 260 value 250.292145
iter 270 value 249.369782
iter 280 value 248.745877
iter 290 value 248.164089
iter 300 value 247.591023
iter 310 value 247.122301
iter 320 value 246.812598
iter 330 value 245.856863
iter 340 value 245.481566
iter 350 value 245.337332
iter 360 value 245.245267
iter 370 value 245.134541
iter 380 value 245.044199
iter 390 value 244.991491
iter 400 value 244.974421
iter 410 value 244.965340
iter 420 value 244.899319
iter 430 value 244.874914
iter 440 value 244.873054
final  value 244.873002 
converged
# weights:  106
initial  value 40930.088403 
iter  10 value 12028.662214
iter  20 value 3004.178022
iter  30 value 1735.132798
iter  40 value 1359.827020
iter  50 value 1130.882366
iter  60 value 1018.876486
iter  70 value 908.109433
iter  80 value 807.945624
iter  90 value 682.030951
iter 100 value 569.402240
iter 110 value 511.444313
iter 120 value 481.373926
iter 130 value 446.198969
iter 140 value 401.204275
iter 150 value 375.063565
iter 160 value 365.780478
iter 170 value 354.061677
iter 180 value 350.915189
iter 190 value 347.236505
iter 200 value 343.010941
iter 210 value 339.957402
iter 220 value 338.252512
iter 230 value 335.993309
iter 240 value 334.135822
iter 250 value 332.962423
iter 260 value 331.891924
iter 270 value 331.509106
iter 280 value 331.370074
iter 290 value 331.364685
final  value 331.364669 
converged
# weights:  174
initial  value 43921.218705 
iter  10 value 7251.275977
iter  20 value 1339.757631
iter  30 value 788.350921
iter  40 value 586.194273
iter  50 value 497.765984
iter  60 value 434.691548
iter  70 value 398.881128
iter  80 value 363.677846
iter  90 value 333.308819
iter 100 value 310.056067
iter 110 value 294.232705
iter 120 value 287.359724
iter 130 value 283.351899
iter 140 value 280.965165
iter 150 value 278.151921
iter 160 value 276.121423
iter 170 value 274.320392
iter 180 value 272.619423
iter 190 value 271.472989
iter 200 value 270.531929
iter 210 value 270.004662
iter 220 value 268.942038
iter 230 value 267.788585
iter 240 value 265.359308
iter 250 value 263.640251
iter 260 value 262.809001
iter 270 value 261.413778
iter 280 value 260.638799
iter 290 value 260.214977
iter 300 value 259.783758
iter 310 value 259.603805
iter 320 value 259.532766
iter 330 value 259.464411
iter 340 value 259.421316
iter 350 value 259.391345
iter 360 value 259.366288
iter 370 value 259.344396
iter 380 value 259.311280
iter 390 value 259.287368
iter 400 value 259.278913
iter 410 value 259.277149
iter 410 value 259.277148
iter 410 value 259.277148
final  value 259.277148 
converged
# weights:  174
initial  value 45775.028336 
iter  10 value 8896.971606
iter  20 value 2262.155714
iter  30 value 1479.537571
iter  40 value 978.116133
iter  50 value 807.614308
iter  60 value 697.244886
iter  70 value 630.097749
iter  80 value 586.380983
iter  90 value 535.538086
iter 100 value 453.823103
iter 110 value 414.887840
iter 120 value 398.868982
iter 130 value 383.220560
iter 140 value 369.076467
iter 150 value 348.686530
iter 160 value 336.151677
iter 170 value 326.119935
iter 180 value 311.664441
iter 190 value 302.241261
iter 200 value 295.709110
iter 210 value 288.742133
iter 220 value 285.527696
iter 230 value 282.907371
iter 240 value 278.651933
iter 250 value 275.424813
iter 260 value 272.589563
iter 270 value 270.583749
iter 280 value 269.943317
iter 290 value 269.612036
iter 300 value 269.302159
iter 310 value 269.108564
iter 320 value 268.936688
iter 330 value 268.770022
iter 340 value 268.522249
iter 350 value 268.354056
iter 360 value 268.122375
iter 370 value 267.901633
iter 380 value 267.538201
iter 390 value 267.394713
iter 400 value 267.259671
iter 410 value 267.230569
iter 420 value 267.209799
iter 430 value 267.203016
iter 440 value 267.202583
final  value 267.202568 
converged
# weights:  174
initial  value 40737.364687 
iter  10 value 6393.116477
iter  20 value 2153.991751
iter  30 value 1182.548633
iter  40 value 799.508928
iter  50 value 545.270710
iter  60 value 434.111265
iter  70 value 348.713649
iter  80 value 315.176363
iter  90 value 293.625701
iter 100 value 282.570342
iter 110 value 277.839123
iter 120 value 275.368976
iter 130 value 272.097240
iter 140 value 269.765359
iter 150 value 268.373782
iter 160 value 266.910535
iter 170 value 265.515245
iter 180 value 264.266694
iter 190 value 262.834459
iter 200 value 261.389315
iter 210 value 260.368054
iter 220 value 259.400429
iter 230 value 258.821387
iter 240 value 258.272981
iter 250 value 257.587035
iter 260 value 256.717045
iter 270 value 256.047035
iter 280 value 255.751793
iter 290 value 255.587245
iter 300 value 255.449180
iter 310 value 255.298229
iter 320 value 255.096515
iter 330 value 254.845196
iter 340 value 254.661217
iter 350 value 254.406275
iter 360 value 254.308010
iter 370 value 254.141628
iter 380 value 253.941505
iter 390 value 253.790893
iter 400 value 253.516709
iter 410 value 253.126810
iter 420 value 252.799181
iter 430 value 251.736962
iter 440 value 250.433343
iter 450 value 249.389392
iter 460 value 249.187107
iter 470 value 249.157866
iter 480 value 249.141739
final  value 249.141522 
converged
# weights:  174
initial  value 42500.269432 
iter  10 value 4473.753530
iter  20 value 1113.599125
iter  30 value 589.169319
iter  40 value 450.394926
iter  50 value 402.523560
iter  60 value 371.493698
iter  70 value 361.914825
iter  80 value 344.921728
iter  90 value 322.036148
iter 100 value 310.901133
iter 110 value 305.823287
iter 120 value 300.502999
iter 130 value 297.721599
iter 140 value 294.655677
iter 150 value 291.455309
iter 160 value 287.635980
iter 170 value 283.133763
iter 180 value 281.197403
iter 190 value 279.398627
iter 200 value 278.375634
iter 210 value 277.603528
iter 220 value 275.251295
iter 230 value 274.055752
iter 240 value 273.136339
iter 250 value 272.295436
iter 260 value 271.562147
iter 270 value 270.180349
iter 280 value 268.354148
iter 290 value 267.755648
iter 300 value 267.472728
iter 310 value 267.313229
iter 320 value 267.152798
iter 330 value 266.870457
iter 340 value 266.586123
iter 350 value 266.502115
iter 360 value 266.468009
iter 370 value 266.357619
iter 380 value 266.274166
iter 390 value 266.227639
iter 400 value 266.183402
iter 410 value 266.166757
iter 420 value 266.161097
iter 430 value 266.160166
final  value 266.160084 
converged
# weights:  174
initial  value 41891.090816 
iter  10 value 7780.671607
iter  20 value 2344.358973
iter  30 value 1268.894644
iter  40 value 809.754077
iter  50 value 636.601782
iter  60 value 458.659188
iter  70 value 411.796557
iter  80 value 369.542343
iter  90 value 339.739193
iter 100 value 319.715905
iter 110 value 303.093520
iter 120 value 286.504022
iter 130 value 278.476483
iter 140 value 272.180281
iter 150 value 267.955456
iter 160 value 264.663441
iter 170 value 262.959797
iter 180 value 261.960765
iter 190 value 261.358052
iter 200 value 260.836458
iter 210 value 260.225875
iter 220 value 259.636001
iter 230 value 258.845515
iter 240 value 258.303105
iter 250 value 258.091552
iter 260 value 257.818658
iter 270 value 257.321854
iter 280 value 256.491241
iter 290 value 256.040198
iter 300 value 255.887500
iter 310 value 255.780386
iter 320 value 255.687747
iter 330 value 255.548921
iter 340 value 255.403130
iter 350 value 255.355977
iter 360 value 255.341068
iter 370 value 255.314961
iter 380 value 255.275462
iter 390 value 255.258526
iter 400 value 255.252261
iter 410 value 255.250976
iter 420 value 255.250685
final  value 255.250661 
converged
# weights:  174
initial  value 41148.652747 
iter  10 value 5773.559613
iter  20 value 1285.860495
iter  30 value 618.864691
iter  40 value 482.160056
iter  50 value 393.620446
iter  60 value 350.886985
iter  70 value 333.456187
iter  80 value 324.838576
iter  90 value 318.074662
iter 100 value 309.108657
iter 110 value 303.509309
iter 120 value 298.622320
iter 130 value 292.634606
iter 140 value 289.507551
iter 150 value 284.433253
iter 160 value 282.460008
iter 170 value 280.174650
iter 180 value 276.591268
iter 190 value 275.051017
iter 200 value 273.550393
iter 210 value 271.756627
iter 220 value 270.062305
iter 230 value 268.685831
iter 240 value 267.114504
iter 250 value 266.101300
iter 260 value 265.142266
iter 270 value 264.196916
iter 280 value 263.101143
iter 290 value 262.544744
iter 300 value 261.820854
iter 310 value 260.621383
iter 320 value 259.715836
iter 330 value 259.472853
iter 340 value 259.300745
iter 350 value 259.182519
iter 360 value 258.979799
iter 370 value 258.608705
iter 380 value 258.243553
iter 390 value 258.050800
iter 400 value 257.948699
iter 410 value 257.925521
iter 420 value 257.919551
iter 430 value 257.918170
final  value 257.918117 
converged
# weights:  174
initial  value 38792.958602 
iter  10 value 5061.435056
iter  20 value 2195.237492
iter  30 value 1048.925765
iter  40 value 658.547844
iter  50 value 517.257718
iter  60 value 425.913628
iter  70 value 389.569818
iter  80 value 357.462051
iter  90 value 336.090367
iter 100 value 325.709058
iter 110 value 317.370724
iter 120 value 311.764409
iter 130 value 306.240930
iter 140 value 303.215085
iter 150 value 298.795771
iter 160 value 295.441702
iter 170 value 291.733977
iter 180 value 289.307429
iter 190 value 287.435302
iter 200 value 284.743462
iter 210 value 282.631508
iter 220 value 277.983287
iter 230 value 271.239760
iter 240 value 266.544632
iter 250 value 263.061948
iter 260 value 259.524699
iter 270 value 257.086058
iter 280 value 255.932916
iter 290 value 254.895942
iter 300 value 253.830772
iter 310 value 252.998231
iter 320 value 252.246369
iter 330 value 251.811978
iter 340 value 251.560989
iter 350 value 251.298763
iter 360 value 251.113376
iter 370 value 250.878633
iter 380 value 250.445585
iter 390 value 249.648388
iter 400 value 247.907872
iter 410 value 246.474910
iter 420 value 245.905189
iter 430 value 245.469899
iter 440 value 245.189055
iter 450 value 245.162370
iter 460 value 245.160317
final  value 245.160273 
converged
# weights:  174
initial  value 39533.551495 
iter  10 value 5131.038483
iter  20 value 1422.436468
iter  30 value 847.942708
iter  40 value 670.656614
iter  50 value 564.096215
iter  60 value 516.516190
iter  70 value 485.463825
iter  80 value 453.082133
iter  90 value 423.469245
iter 100 value 383.218632
iter 110 value 355.092644
iter 120 value 339.256371
iter 130 value 328.606024
iter 140 value 323.856794
iter 150 value 316.890922
iter 160 value 311.433687
iter 170 value 307.064486
iter 180 value 305.233963
iter 190 value 302.297172
iter 200 value 297.811492
iter 210 value 295.056084
iter 220 value 290.005402
iter 230 value 285.231599
iter 240 value 282.821810
iter 250 value 279.944575
iter 260 value 274.274875
iter 270 value 270.606099
iter 280 value 267.084539
iter 290 value 261.740690
iter 300 value 259.225184
iter 310 value 256.763629
iter 320 value 255.127138
iter 330 value 253.859921
iter 340 value 252.592950
iter 350 value 251.622072
iter 360 value 251.244135
iter 370 value 250.675025
iter 380 value 249.957557
iter 390 value 249.547086
iter 400 value 249.438167
iter 410 value 249.419569
iter 420 value 249.416182
iter 430 value 249.415925
final  value 249.415918 
converged
# weights:  106
initial  value 41793.906987 
iter  10 value 6170.482701
iter  20 value 2154.163796
iter  30 value 1536.174198
iter  40 value 1018.042416
iter  50 value 645.042912
iter  60 value 447.787252
iter  70 value 389.060558
iter  80 value 364.857088
iter  90 value 343.748410
iter 100 value 328.094485
iter 110 value 322.654925
iter 120 value 321.484554
iter 130 value 320.463275
iter 140 value 319.452116
iter 150 value 318.604439
iter 160 value 317.592112
iter 170 value 316.698346
iter 180 value 315.164701
iter 190 value 314.101579
iter 200 value 313.311581
iter 210 value 312.476439
iter 220 value 312.081012
iter 230 value 311.480841
iter 240 value 310.583983
iter 250 value 310.074716
iter 260 value 309.926764
iter 270 value 309.887129
iter 280 value 309.873181
final  value 309.872982 
converged
# weights:  174
initial  value 44140.649310 
iter  10 value 7911.572630
iter  20 value 1595.471112
iter  30 value 717.962733
iter  40 value 502.411096
iter  50 value 455.120438
iter  60 value 401.464778
iter  70 value 377.134794
iter  80 value 361.852123
iter  90 value 343.879958
iter 100 value 326.622999
iter 110 value 309.174328
iter 120 value 299.655857
iter 130 value 294.815852
iter 140 value 291.866696
iter 150 value 288.843165
iter 160 value 284.714923
iter 170 value 281.593614
iter 180 value 279.917959
iter 190 value 278.166189
iter 200 value 277.181017
iter 210 value 276.529173
iter 220 value 276.108177
iter 230 value 275.611441
iter 240 value 274.745508
iter 250 value 273.784543
iter 260 value 272.799926
iter 270 value 272.470087
iter 280 value 272.222280
iter 290 value 272.072670
iter 300 value 271.974041
iter 310 value 271.716041
iter 320 value 271.614159
iter 330 value 271.577086
iter 340 value 271.547944
iter 350 value 271.511068
iter 360 value 271.493383
iter 370 value 271.473959
iter 380 value 271.457434
iter 390 value 271.450415
iter 400 value 271.444612
iter 410 value 271.442860
iter 420 value 271.441901
final  value 271.441783 
converged
# weights:  106
initial  value 40138.365547 
iter  10 value 11791.685068
iter  20 value 4213.171555
iter  30 value 2002.009266
iter  40 value 1368.759454
iter  50 value 1006.505831
iter  60 value 675.077154
iter  70 value 516.181508
iter  80 value 411.206446
iter  90 value 371.998651
iter 100 value 351.059539
iter 110 value 331.765837
iter 120 value 316.059226
iter 130 value 310.249698
iter 140 value 308.346504
iter 150 value 305.259489
iter 160 value 303.531694
iter 170 value 303.147382
iter 180 value 302.774662
iter 190 value 301.646034
iter 200 value 301.101738
iter 210 value 300.851915
iter 220 value 300.761516
iter 230 value 300.560051
iter 240 value 300.332010
iter 250 value 300.248807
iter 260 value 300.233475
iter 270 value 300.231426
iter 280 value 300.231137
iter 280 value 300.231135
iter 280 value 300.231135
final  value 300.231135 
converged
# weights:  174
initial  value 40383.413224 
iter  10 value 6542.623052
iter  20 value 2367.010131
iter  30 value 769.094270
iter  40 value 538.239659
iter  50 value 438.056843
iter  60 value 367.894831
iter  70 value 343.411893
iter  80 value 329.229817
iter  90 value 314.113663
iter 100 value 300.722502
iter 110 value 289.494870
iter 120 value 283.770397
iter 130 value 281.550429
iter 140 value 279.397532
iter 150 value 274.989590
iter 160 value 271.941145
iter 170 value 264.926703
iter 180 value 261.970968
iter 190 value 260.384120
iter 200 value 259.314949
iter 210 value 258.846159
iter 220 value 258.673255
iter 230 value 258.270654
iter 240 value 257.993942
iter 250 value 257.818622
iter 260 value 257.101509
iter 270 value 254.662217
iter 280 value 253.380235
iter 290 value 253.081770
iter 300 value 252.957538
iter 310 value 252.789927
iter 320 value 252.577388
iter 330 value 252.395839
iter 340 value 252.176475
iter 350 value 251.940453
iter 360 value 251.784979
iter 370 value 251.426729
iter 380 value 250.889203
iter 390 value 250.445470
iter 400 value 249.752210
iter 410 value 248.492647
iter 420 value 246.635522
iter 430 value 245.597016
iter 440 value 245.341656
iter 450 value 245.151049
iter 460 value 245.108362
iter 470 value 245.102253
final  value 245.101556 
converged
# weights:  174
initial  value 39994.426206 
iter  10 value 6793.823940
iter  20 value 1686.638747
iter  30 value 1010.854156
iter  40 value 632.131335
iter  50 value 514.000818
iter  60 value 418.734517
iter  70 value 387.269610
iter  80 value 366.138195
iter  90 value 350.252016
iter 100 value 337.257088
iter 110 value 326.900566
iter 120 value 320.490644
iter 130 value 314.126341
iter 140 value 306.858265
iter 150 value 302.285812
iter 160 value 299.846019
iter 170 value 297.891116
iter 180 value 295.670877
iter 190 value 290.505404
iter 200 value 283.048240
iter 210 value 275.693786
iter 220 value 271.236745
iter 230 value 268.484874
iter 240 value 266.571585
iter 250 value 264.730709
iter 260 value 262.773297
iter 270 value 261.343031
iter 280 value 259.459594
iter 290 value 257.746476
iter 300 value 256.486387
iter 310 value 255.916593
iter 320 value 255.331516
iter 330 value 254.841013
iter 340 value 254.668737
iter 350 value 254.581117
iter 360 value 254.541835
iter 370 value 254.500697
iter 380 value 254.401237
iter 390 value 254.359520
iter 400 value 254.330969
iter 410 value 254.321490
iter 420 value 254.314477
iter 430 value 254.312404
final  value 254.312261 
converged
# weights:  174
initial  value 45407.315763 
iter  10 value 5661.944096
iter  20 value 2269.021011
iter  30 value 1062.900201
iter  40 value 772.090405
iter  50 value 560.584771
iter  60 value 470.593280
iter  70 value 415.892414
iter  80 value 375.230176
iter  90 value 352.323808
iter 100 value 336.643663
iter 110 value 324.526174
iter 120 value 313.612850
iter 130 value 303.417567
iter 140 value 294.984688
iter 150 value 290.033824
iter 160 value 288.491671
iter 170 value 286.889234
iter 180 value 285.415411
iter 190 value 281.888097
iter 200 value 279.661107
iter 210 value 278.465704
iter 220 value 276.842345
iter 230 value 275.178062
iter 240 value 273.338028
iter 250 value 272.149926
iter 260 value 271.297953
iter 270 value 271.100507
iter 280 value 270.880538
iter 290 value 270.670327
iter 300 value 270.266812
iter 310 value 270.157807
iter 320 value 270.113865
iter 330 value 269.824357
iter 340 value 269.792160
iter 350 value 269.744483
iter 360 value 269.727569
iter 370 value 269.708484
iter 380 value 269.686954
iter 390 value 269.676639
iter 400 value 269.671632
iter 410 value 269.669933
iter 420 value 269.668912
iter 430 value 269.668514
final  value 269.668507 
converged
# weights:  174
initial  value 41325.634565 
iter  10 value 6110.763546
iter  20 value 2039.186210
iter  30 value 1073.293804
iter  40 value 718.724077
iter  50 value 588.357756
iter  60 value 505.034795
iter  70 value 449.012541
iter  80 value 408.230320
iter  90 value 371.131905
iter 100 value 341.746255
iter 110 value 318.303816
iter 120 value 307.363244
iter 130 value 299.263249
iter 140 value 295.008698
iter 150 value 293.141398
iter 160 value 290.683987
iter 170 value 284.890529
iter 180 value 282.066190
iter 190 value 279.837372
iter 200 value 274.559878
iter 210 value 271.568382
iter 220 value 270.269573
iter 230 value 268.152218
iter 240 value 267.080808
iter 250 value 266.568126
iter 260 value 266.204582
iter 270 value 265.631812
iter 280 value 264.872675
iter 290 value 264.381400
iter 300 value 264.049801
iter 310 value 263.523203
iter 320 value 263.021042
iter 330 value 261.678659
iter 340 value 260.105541
iter 350 value 259.608867
iter 360 value 259.237976
iter 370 value 258.698260
iter 380 value 257.085788
iter 390 value 256.283104
iter 400 value 255.781264
iter 410 value 255.477178
iter 420 value 255.268777
iter 430 value 255.085923
iter 440 value 254.920479
iter 450 value 254.054382
iter 460 value 253.490833
iter 470 value 252.146157
iter 480 value 245.944437
iter 490 value 245.036572
iter 500 value 244.878402
iter 510 value 244.840384
iter 520 value 244.824556
iter 530 value 244.820961
iter 540 value 244.820775
iter 540 value 244.820773
iter 540 value 244.820773
final  value 244.820773 
converged
# weights:  174
initial  value 40660.311443 
iter  10 value 5380.301374
iter  20 value 996.196713
iter  30 value 593.147870
iter  40 value 449.698615
iter  50 value 381.193014
iter  60 value 341.784669
iter  70 value 330.263906
iter  80 value 324.595778
iter  90 value 318.481779
iter 100 value 313.401821
iter 110 value 310.439738
iter 120 value 306.848049
iter 130 value 303.990609
iter 140 value 301.135097
iter 150 value 296.963658
iter 160 value 289.962946
iter 170 value 285.803393
iter 180 value 283.763341
iter 190 value 280.737575
iter 200 value 276.584790
iter 210 value 272.591662
iter 220 value 268.995240
iter 230 value 267.157776
iter 240 value 266.002620
iter 250 value 264.593066
iter 260 value 263.634746
iter 270 value 262.866366
iter 280 value 262.376834
iter 290 value 261.755740
iter 300 value 261.463379
iter 310 value 260.616499
iter 320 value 260.234501
iter 330 value 259.628565
iter 340 value 259.337717
iter 350 value 259.208566
iter 360 value 259.187669
iter 370 value 259.156550
iter 380 value 259.123908
iter 390 value 259.113132
iter 400 value 259.108489
final  value 259.107666 
converged
# weights:  174
initial  value 41334.780930 
iter  10 value 9175.326431
iter  20 value 2201.318092
iter  30 value 1197.120049
iter  40 value 898.758034
iter  50 value 714.290375
iter  60 value 612.763366
iter  70 value 507.932913
iter  80 value 440.176700
iter  90 value 395.220080
iter 100 value 368.159585
iter 110 value 346.048352
iter 120 value 326.287667
iter 130 value 315.592161
iter 140 value 306.526526
iter 150 value 296.381532
iter 160 value 291.721858
iter 170 value 288.078071
iter 180 value 284.177075
iter 190 value 278.693634
iter 200 value 275.558590
iter 210 value 273.020737
iter 220 value 270.569679
iter 230 value 268.195699
iter 240 value 266.739023
iter 250 value 265.358228
iter 260 value 264.311001
iter 270 value 263.337821
iter 280 value 262.760294
iter 290 value 262.095057
iter 300 value 261.697429
iter 310 value 261.510980
iter 320 value 261.293850
iter 330 value 261.114907
iter 340 value 260.968059
iter 350 value 260.757074
iter 360 value 260.645818
iter 370 value 260.378553
iter 380 value 260.096328
iter 390 value 259.937955
iter 400 value 259.838994
iter 410 value 259.809975
iter 420 value 259.801814
iter 430 value 259.800796
iter 440 value 259.800701
iter 440 value 259.800700
iter 440 value 259.800699
final  value 259.800699 
converged
# weights:  174
initial  value 42098.229002 
iter  10 value 6542.361046
iter  20 value 1985.850792
iter  30 value 1002.322966
iter  40 value 755.464089
iter  50 value 588.207987
iter  60 value 503.351722
iter  70 value 438.408573
iter  80 value 405.056921
iter  90 value 370.618122
iter 100 value 353.196579
iter 110 value 342.620531
iter 120 value 334.387958
iter 130 value 326.000333
iter 140 value 316.187940
iter 150 value 307.927001
iter 160 value 299.647933
iter 170 value 288.407813
iter 180 value 280.978684
iter 190 value 277.591658
iter 200 value 274.675867
iter 210 value 270.238954
iter 220 value 267.954378
iter 230 value 266.493241
iter 240 value 265.311325
iter 250 value 264.766912
iter 260 value 264.459657
iter 270 value 264.148104
iter 280 value 263.842694
iter 290 value 263.552043
iter 300 value 263.207523
iter 310 value 263.062543
iter 320 value 262.981647
iter 330 value 262.869397
iter 340 value 262.731369
iter 350 value 262.630196
iter 360 value 262.605709
iter 370 value 262.577622
iter 380 value 262.520276
iter 390 value 262.493472
iter 400 value 262.467086
iter 410 value 262.448113
iter 420 value 262.434588
iter 430 value 262.432226
iter 440 value 262.432054
iter 440 value 262.432052
iter 440 value 262.432052
final  value 262.432052 
converged
# weights:  174
initial  value 41413.533170 
iter  10 value 7267.830860
iter  20 value 2125.227991
iter  30 value 1014.021391
iter  40 value 748.312674
iter  50 value 542.988246
iter  60 value 453.659014
iter  70 value 367.157385
iter  80 value 337.657195
iter  90 value 318.989339
iter 100 value 309.795460
iter 110 value 300.564796
iter 120 value 291.233892
iter 130 value 280.427769
iter 140 value 276.393970
iter 150 value 274.620744
iter 160 value 273.099661
iter 170 value 271.476927
iter 180 value 269.715788
iter 190 value 268.621349
iter 200 value 266.718504
iter 210 value 262.381759
iter 220 value 258.272062
iter 230 value 256.232172
iter 240 value 254.672737
iter 250 value 254.017543
iter 260 value 253.448305
iter 270 value 252.961203
iter 280 value 252.412574
iter 290 value 251.741962
iter 300 value 251.098045
iter 310 value 250.253962
iter 320 value 249.889566
iter 330 value 249.834037
iter 340 value 249.775683
iter 350 value 249.724998
iter 360 value 249.707004
iter 370 value 249.673125
iter 380 value 249.621596
iter 390 value 249.587473
iter 400 value 249.562160
iter 410 value 249.487116
iter 420 value 249.366441
iter 430 value 249.310570
iter 440 value 249.296452
final  value 249.296243 
converged
# weights:  174
initial  value 44225.155142 
iter  10 value 3608.656007
iter  20 value 987.474690
iter  30 value 578.259642
iter  40 value 448.661708
iter  50 value 385.664043
iter  60 value 342.996023
iter  70 value 330.086908
iter  80 value 321.476980
iter  90 value 311.917420
iter 100 value 306.382149
iter 110 value 303.118412
iter 120 value 301.699844
iter 130 value 300.639830
iter 140 value 299.177171
iter 150 value 297.890648
iter 160 value 296.825544
iter 170 value 295.975873
iter 180 value 294.484542
iter 190 value 292.672047
iter 200 value 290.708688
iter 210 value 288.996210
iter 220 value 287.810929
iter 230 value 285.670472
iter 240 value 281.615881
iter 250 value 281.011823
iter 260 value 279.627095
iter 270 value 275.375300
iter 280 value 271.495715
iter 290 value 268.890427
iter 300 value 266.705450
iter 310 value 265.714604
iter 320 value 265.222991
iter 330 value 264.529127
iter 340 value 264.219945
iter 350 value 264.025461
iter 360 value 263.906417
iter 370 value 263.608056
iter 380 value 263.235838
iter 390 value 262.974007
iter 400 value 262.742050
iter 410 value 262.363781
iter 420 value 260.916629
iter 430 value 259.578731
iter 440 value 259.259145
iter 450 value 259.150182
iter 460 value 259.041084
iter 470 value 259.006344
iter 480 value 259.002822
final  value 259.002734 
converged
# weights:  174
initial  value 45707.520975 
iter  10 value 5737.578230
iter  20 value 1817.640289
iter  30 value 785.816252
iter  40 value 605.219270
iter  50 value 460.419413
iter  60 value 393.804079
iter  70 value 340.682947
iter  80 value 318.876073
iter  90 value 304.601262
iter 100 value 292.516273
iter 110 value 282.804745
iter 120 value 278.009785
iter 130 value 274.947304
iter 140 value 271.360453
iter 150 value 268.963677
iter 160 value 267.325350
iter 170 value 265.384232
iter 180 value 264.572002
iter 190 value 263.966677
iter 200 value 263.222663
iter 210 value 262.453074
iter 220 value 262.054563
iter 230 value 261.671875
iter 240 value 261.268417
iter 250 value 260.435775
iter 260 value 259.743353
iter 270 value 259.194027
iter 280 value 258.899851
iter 290 value 258.744376
iter 300 value 258.569571
iter 310 value 258.388093
iter 320 value 258.115794
iter 330 value 257.762755
iter 340 value 257.558071
iter 350 value 257.352882
iter 360 value 257.292235
iter 370 value 257.240086
iter 380 value 257.178831
iter 390 value 257.149930
iter 400 value 257.136621
iter 410 value 257.133816
iter 420 value 257.132488
iter 430 value 257.131814
final  value 257.131764 
converged
# weights:  174
initial  value 44194.766665 
iter  10 value 6064.912545
iter  20 value 1445.747451
iter  30 value 908.412155
iter  40 value 667.600790
iter  50 value 461.010887
iter  60 value 389.056333
iter  70 value 356.850960
iter  80 value 332.491005
iter  90 value 321.208084
iter 100 value 308.849517
iter 110 value 298.542221
iter 120 value 294.444274
iter 130 value 290.997906
iter 140 value 286.337331
iter 150 value 281.814405
iter 160 value 276.389051
iter 170 value 271.770619
iter 180 value 266.433019
iter 190 value 263.687870
iter 200 value 258.791423
iter 210 value 257.830426
iter 220 value 256.562073
iter 230 value 254.910345
iter 240 value 253.880445
iter 250 value 252.778869
iter 260 value 251.802178
iter 270 value 251.240728
iter 280 value 250.901701
iter 290 value 250.713219
iter 300 value 250.461867
iter 310 value 249.763710
iter 320 value 249.003286
iter 330 value 248.325838
iter 340 value 247.862938
iter 350 value 247.478840
iter 360 value 247.292090
iter 370 value 246.933464
iter 380 value 246.525102
iter 390 value 246.238463
iter 400 value 246.119795
iter 410 value 246.100090
iter 420 value 246.095920
iter 430 value 246.095593
final  value 246.095588 
converged
# weights:  174
initial  value 43375.123805 
iter  10 value 5053.968730
iter  20 value 1156.511970
iter  30 value 661.367912
iter  40 value 451.692394
iter  50 value 394.567499
iter  60 value 340.327407
iter  70 value 307.720133
iter  80 value 288.327141
iter  90 value 279.749020
iter 100 value 273.806137
iter 110 value 269.749068
iter 120 value 265.968603
iter 130 value 260.927320
iter 140 value 256.785134
iter 150 value 253.301256
iter 160 value 251.253902
iter 170 value 250.635092
iter 180 value 249.658744
iter 190 value 246.208257
iter 200 value 242.812529
iter 210 value 241.330335
iter 220 value 240.507359
iter 230 value 240.027570
iter 240 value 239.626119
iter 250 value 239.322135
iter 260 value 238.959082
iter 270 value 238.745545
iter 280 value 238.626473
iter 290 value 238.565536
iter 300 value 238.488045
iter 310 value 238.441312
iter 320 value 238.372136
iter 330 value 238.317004
iter 340 value 238.296306
iter 350 value 238.270713
iter 360 value 238.258623
iter 370 value 238.220881
iter 380 value 238.165227
iter 390 value 238.138872
iter 400 value 238.127699
iter 410 value 238.120940
iter 420 value 238.085382
iter 430 value 238.079442
iter 440 value 238.078781
final  value 238.078735 
converged
# weights:  174
initial  value 47399.666377 
iter  10 value 8967.901330
iter  20 value 1690.135889
iter  30 value 1028.811299
iter  40 value 769.590102
iter  50 value 674.137988
iter  60 value 582.033985
iter  70 value 542.984331
iter  80 value 490.008632
iter  90 value 447.751543
iter 100 value 396.716726
iter 110 value 353.473718
iter 120 value 315.403237
iter 130 value 300.695073
iter 140 value 292.862784
iter 150 value 289.592571
iter 160 value 287.105644
iter 170 value 285.410623
iter 180 value 284.121180
iter 190 value 282.596171
iter 200 value 281.612044
iter 210 value 280.729555
iter 220 value 279.321054
iter 230 value 278.200980
iter 240 value 276.955973
iter 250 value 275.384954
iter 260 value 274.085527
iter 270 value 272.973675
iter 280 value 272.170501
iter 290 value 271.765370
iter 300 value 271.569923
iter 310 value 271.261583
iter 320 value 270.955514
iter 330 value 270.650422
iter 340 value 270.221839
iter 350 value 270.039931
iter 360 value 269.894418
iter 370 value 269.690626
iter 380 value 269.293801
iter 390 value 269.120899
iter 400 value 268.963206
iter 410 value 268.938151
iter 420 value 268.933368
iter 430 value 268.932499
final  value 268.932436 
converged
# weights:  174
initial  value 40874.104413 
iter  10 value 4528.898042
iter  20 value 1825.426509
iter  30 value 732.010980
iter  40 value 512.514104
iter  50 value 432.098698
iter  60 value 374.311513
iter  70 value 347.010510
iter  80 value 312.437365
iter  90 value 299.207091
iter 100 value 291.548909
iter 110 value 286.259581
iter 120 value 281.575515
iter 130 value 274.986106
iter 140 value 272.049876
iter 150 value 270.328566
iter 160 value 269.048439
iter 170 value 267.474306
iter 180 value 266.687518
iter 190 value 265.468180
iter 200 value 263.419860
iter 210 value 261.655140
iter 220 value 259.638043
iter 230 value 257.805055
iter 240 value 255.220013
iter 250 value 254.013376
iter 260 value 253.680764
iter 270 value 253.226157
iter 280 value 252.868294
iter 290 value 252.520567
iter 300 value 251.513651
iter 310 value 251.044419
iter 320 value 250.843233
iter 330 value 250.476186
iter 340 value 250.136649
iter 350 value 249.936445
iter 360 value 249.879193
iter 370 value 249.715627
iter 380 value 249.511497
iter 390 value 249.430095
iter 400 value 249.376916
iter 410 value 249.360932
iter 420 value 249.350211
iter 430 value 249.346080
iter 440 value 249.345616
final  value 249.345605 
converged
# weights:  174
initial  value 50523.848450 
iter  10 value 11127.561877
iter  20 value 3298.777945
iter  30 value 1496.685192
iter  40 value 1174.995333
iter  50 value 950.277014
iter  60 value 813.733698
iter  70 value 719.018697
iter  80 value 616.654423
iter  90 value 510.504176
iter 100 value 408.064659
iter 110 value 343.179569
iter 120 value 316.614613
iter 130 value 300.082849
iter 140 value 291.787827
iter 150 value 286.483192
iter 160 value 282.929076
iter 170 value 279.716611
iter 180 value 277.048146
iter 190 value 274.659647
iter 200 value 271.464376
iter 210 value 268.234160
iter 220 value 265.978814
iter 230 value 264.483142
iter 240 value 263.583313
iter 250 value 262.489401
iter 260 value 261.753526
iter 270 value 260.911609
iter 280 value 259.781905
iter 290 value 259.017292
iter 300 value 258.508658
iter 310 value 258.195331
iter 320 value 257.964845
iter 330 value 257.757332
iter 340 value 257.355069
iter 350 value 256.689123
iter 360 value 256.391305
iter 370 value 255.932820
iter 380 value 255.236114
iter 390 value 254.755854
iter 400 value 254.371541
iter 410 value 254.291555
iter 420 value 254.273403
iter 430 value 254.272263
final  value 254.272245 
converged
# weights:  106
initial  value 39604.350713 
iter  10 value 9199.038354
iter  20 value 3584.966016
iter  30 value 2499.204439
iter  40 value 1862.010429
iter  50 value 1490.355708
iter  60 value 1136.746079
iter  70 value 729.701979
iter  80 value 550.371699
iter  90 value 478.308276
iter 100 value 443.384572
iter 110 value 408.988287
iter 120 value 376.208831
iter 130 value 360.742735
iter 140 value 350.629109
iter 150 value 345.711745
iter 160 value 341.998818
iter 170 value 338.826094
iter 180 value 336.732357
iter 190 value 335.992135
iter 200 value 335.253252
iter 210 value 334.925867
iter 220 value 334.654978
iter 230 value 334.237669
iter 240 value 334.001412
iter 250 value 333.818931
iter 260 value 333.742796
iter 270 value 333.730604
iter 280 value 333.728744
final  value 333.728716 
converged
# weights:  174
initial  value 42007.216006 
iter  10 value 8860.642918
iter  20 value 1961.836847
iter  30 value 1036.112482
iter  40 value 704.778743
iter  50 value 566.948648
iter  60 value 480.005527
iter  70 value 447.713569
iter  80 value 402.080426
iter  90 value 353.343860
iter 100 value 323.027170
iter 110 value 312.007868
iter 120 value 301.670439
iter 130 value 293.447386
iter 140 value 286.313188
iter 150 value 282.490504
iter 160 value 279.739836
iter 170 value 276.288923
iter 180 value 274.748383
iter 190 value 273.158323
iter 200 value 271.167677
iter 210 value 268.065125
iter 220 value 266.730715
iter 230 value 264.551280
iter 240 value 261.576896
iter 250 value 259.918844
iter 260 value 258.981467
iter 270 value 257.198088
iter 280 value 254.558717
iter 290 value 252.782481
iter 300 value 251.940066
iter 310 value 251.708738
iter 320 value 251.427434
iter 330 value 251.058459
iter 340 value 250.769596
iter 350 value 250.154060
iter 360 value 249.963906
iter 370 value 249.717329
iter 380 value 249.267634
iter 390 value 248.993005
iter 400 value 248.741974
iter 410 value 248.202102
iter 420 value 245.561675
iter 430 value 240.957934
iter 440 value 238.487745
iter 450 value 236.915205
iter 460 value 236.434975
iter 470 value 236.074053
iter 480 value 235.062242
iter 490 value 234.434556
iter 500 value 234.353722
iter 510 value 234.325778
iter 520 value 234.322115
final  value 234.322008 
converged
# weights:  174
initial  value 46063.617072 
iter  10 value 5390.759037
iter  20 value 1536.753328
iter  30 value 983.949381
iter  40 value 675.196777
iter  50 value 475.511056
iter  60 value 403.444295
iter  70 value 352.996949
iter  80 value 334.891097
iter  90 value 325.898596
iter 100 value 317.517586
iter 110 value 311.898963
iter 120 value 308.059058
iter 130 value 305.949218
iter 140 value 303.583650
iter 150 value 301.415653
iter 160 value 299.961851
iter 170 value 299.199533
iter 180 value 297.624334
iter 190 value 295.353083
iter 200 value 292.595825
iter 210 value 289.989542
iter 220 value 288.423836
iter 230 value 286.772579
iter 240 value 284.296675
iter 250 value 283.055128
iter 260 value 282.103484
iter 270 value 280.438361
iter 280 value 278.242086
iter 290 value 277.456563
iter 300 value 276.581977
iter 310 value 275.564961
iter 320 value 275.096130
iter 330 value 274.721381
iter 340 value 274.220945
iter 350 value 273.628999
iter 360 value 273.139339
iter 370 value 272.689962
iter 380 value 271.639158
iter 390 value 271.000511
iter 400 value 270.367057
iter 410 value 270.145954
iter 420 value 270.044723
iter 430 value 269.891544
iter 440 value 269.503185
iter 450 value 269.415568
iter 460 value 269.404246
iter 470 value 269.402235
iter 480 value 269.401953
iter 480 value 269.401951
iter 480 value 269.401951
final  value 269.401951 
converged
# weights:  174
initial  value 43674.078491 
iter  10 value 8430.900078
iter  20 value 1310.693752
iter  30 value 716.730820
iter  40 value 522.332331
iter  50 value 453.499773
iter  60 value 401.179542
iter  70 value 371.591947
iter  80 value 353.519711
iter  90 value 337.049248
iter 100 value 321.890361
iter 110 value 308.176770
iter 120 value 301.048991
iter 130 value 296.865272
iter 140 value 292.693602
iter 150 value 290.208784
iter 160 value 286.735534
iter 170 value 284.277707
iter 180 value 282.549022
iter 190 value 281.916178
iter 200 value 280.991628
iter 210 value 280.297877
iter 220 value 279.944772
iter 230 value 279.276134
iter 240 value 278.458037
iter 250 value 277.912544
iter 260 value 277.722171
iter 270 value 277.526189
iter 280 value 277.428668
iter 290 value 277.340183
iter 300 value 277.176317
iter 310 value 277.048143
iter 320 value 276.853865
iter 330 value 276.529037
iter 340 value 275.215719
iter 350 value 271.106583
iter 360 value 270.440361
iter 370 value 269.693671
iter 380 value 268.297585
iter 390 value 267.432902
iter 400 value 266.784453
iter 410 value 265.196319
iter 420 value 261.676336
iter 430 value 257.880325
iter 440 value 255.790312
iter 450 value 254.489637
iter 460 value 253.624430
iter 470 value 253.379956
iter 480 value 253.262397
iter 490 value 253.217109
iter 500 value 253.212025
iter 510 value 253.211216
final  value 253.211148 
converged
# weights:  174
initial  value 42737.952155 
iter  10 value 5862.521368
iter  20 value 1668.673721
iter  30 value 1052.804819
iter  40 value 784.740979
iter  50 value 646.371692
iter  60 value 539.976831
iter  70 value 471.986545
iter  80 value 412.283851
iter  90 value 365.798508
iter 100 value 337.587799
iter 110 value 313.789700
iter 120 value 302.880342
iter 130 value 296.391503
iter 140 value 293.494732
iter 150 value 291.731583
iter 160 value 290.468024
iter 170 value 289.478271
iter 180 value 287.986399
iter 190 value 284.810753
iter 200 value 279.198068
iter 210 value 272.356443
iter 220 value 269.302249
iter 230 value 268.096663
iter 240 value 267.340769
iter 250 value 266.561038
iter 260 value 266.099891
iter 270 value 265.944896
iter 280 value 265.801425
iter 290 value 265.712891
iter 300 value 265.694515
iter 310 value 265.653270
iter 320 value 265.606215
iter 330 value 265.565799
iter 340 value 265.507520
iter 350 value 265.471757
iter 350 value 265.471756
final  value 265.471756 
converged

# weights:  174
initial  value 47674.865506 
iter  10 value 8248.177256
iter  20 value 1738.315672
iter  30 value 1144.540027
iter  40 value 730.016945
iter  50 value 603.855868
iter  60 value 498.264192
iter  70 value 442.823017
iter  80 value 392.908350
iter  90 value 359.837424
iter 100 value 339.890536
iter 110 value 320.112992
iter 120 value 310.421882
iter 130 value 303.329137
iter 140 value 301.291936
iter 150 value 298.842911
iter 160 value 293.480979
iter 170 value 290.555171
iter 180 value 288.812231
iter 190 value 288.310207
iter 200 value 287.687303
iter 210 value 286.463957
iter 220 value 284.909273
iter 230 value 282.097496
iter 240 value 278.656522
iter 250 value 277.128117
iter 260 value 275.159035
iter 270 value 274.073728
iter 280 value 273.480799
iter 290 value 272.629036
iter 300 value 271.419982
iter 310 value 270.547178
iter 320 value 269.631795
iter 330 value 269.447967
iter 340 value 269.339921
iter 350 value 269.189135
iter 360 value 269.124800
iter 370 value 269.049850
iter 380 value 268.961699
iter 390 value 268.907150
iter 400 value 268.882548
iter 410 value 268.879639
iter 420 value 268.878941
final  value 268.878879 
converged
# weights:  106
initial  value 44309.837389 
iter  10 value 8843.006489
iter  20 value 3549.731013
iter  30 value 1919.219293
iter  40 value 1428.759891
iter  50 value 1116.521678
iter  60 value 975.006778
iter  70 value 883.816091
iter  80 value 778.672553
iter  90 value 675.766182
iter 100 value 604.476087
iter 110 value 551.204219
iter 120 value 514.722925
iter 130 value 466.272527
iter 140 value 432.398508
iter 150 value 415.324916
iter 160 value 403.279084
iter 170 value 396.277561
iter 180 value 386.816082
iter 190 value 376.157408
iter 200 value 366.244461
iter 210 value 362.252464
iter 220 value 359.789246
iter 230 value 357.242405
iter 240 value 355.447824
iter 250 value 354.052001
iter 260 value 353.554548
iter 270 value 353.507534
iter 280 value 353.502795
final  value 353.502694 
converged
# weights:  174
initial  value 41920.015971 
iter  10 value 6006.157449
iter  20 value 1582.630898
iter  30 value 976.665762
iter  40 value 646.905512
iter  50 value 563.390898
iter  60 value 489.495938
iter  70 value 444.024849
iter  80 value 402.026996
iter  90 value 375.340998
iter 100 value 355.363909
iter 110 value 342.701667
iter 120 value 329.483825
iter 130 value 312.334855
iter 140 value 301.575494
iter 150 value 295.444942
iter 160 value 292.236916
iter 170 value 290.831562
iter 180 value 289.394500
iter 190 value 288.073432
iter 200 value 286.721488
iter 210 value 282.574868
iter 220 value 277.597470
iter 230 value 275.724705
iter 240 value 273.478496
iter 250 value 270.091988
iter 260 value 268.596070
iter 270 value 267.744644
iter 280 value 267.067047
iter 290 value 266.473724
iter 300 value 265.929755
iter 310 value 265.381671
iter 320 value 264.944038
iter 330 value 264.292737
iter 340 value 263.624732
iter 350 value 263.103577
iter 360 value 262.822103
iter 370 value 262.189098
iter 380 value 260.861482
iter 390 value 260.282291
iter 400 value 259.966390
iter 410 value 259.884241
iter 420 value 259.569133
iter 430 value 257.288840
iter 440 value 254.826188
iter 450 value 254.312935
iter 460 value 254.145946
iter 470 value 254.118272
iter 480 value 254.115406
final  value 254.115352 
converged
# weights:  174
initial  value 42189.998993 
iter  10 value 7421.286089
iter  20 value 2114.429565
iter  30 value 1036.004481
iter  40 value 779.874118
iter  50 value 588.169005
iter  60 value 501.676230
iter  70 value 447.472119
iter  80 value 412.346514
iter  90 value 391.216187
iter 100 value 369.026487
iter 110 value 353.457567
iter 120 value 335.225661
iter 130 value 319.043484
iter 140 value 311.767058
iter 150 value 302.730168
iter 160 value 291.255460
iter 170 value 288.239307
iter 180 value 284.720450
iter 190 value 282.241498
iter 200 value 280.043623
iter 210 value 278.329086
iter 220 value 277.199822
iter 230 value 276.184857
iter 240 value 275.195084
iter 250 value 274.502274
iter 260 value 270.631937
iter 270 value 268.176416
iter 280 value 266.023147
iter 290 value 265.218025
iter 300 value 264.719170
iter 310 value 264.264136
iter 320 value 263.424153
iter 330 value 260.511686
iter 340 value 258.502475
iter 350 value 257.835194
iter 360 value 257.701115
iter 370 value 257.442424
iter 380 value 257.160036
iter 390 value 257.044690
iter 400 value 257.015806
iter 410 value 257.011704
iter 420 value 257.010792
final  value 257.010674 
converged
# weights:  106
initial  value 45660.931856 
iter  10 value 16366.006699
iter  20 value 5911.441417
iter  30 value 3410.378705
iter  40 value 2510.368161
iter  50 value 1811.921145
iter  60 value 1567.929631
iter  70 value 1083.754773
iter  80 value 715.529821
iter  90 value 482.151660
iter 100 value 406.855816
iter 110 value 393.662635
iter 120 value 383.402825
iter 130 value 375.060815
iter 140 value 367.143747
iter 150 value 359.392030
iter 160 value 350.427320
iter 170 value 345.857761
iter 180 value 342.122289
iter 190 value 339.693103
iter 200 value 333.724416
iter 210 value 329.288191
iter 220 value 328.196087
iter 230 value 325.938629
iter 240 value 322.963701
iter 250 value 321.184741
iter 260 value 320.711246
iter 270 value 320.658830
iter 280 value 320.651090
final  value 320.650999 
converged
# weights:  174
initial  value 38311.150601 
iter  10 value 8263.415132
iter  20 value 3587.674437
iter  30 value 1691.608548
iter  40 value 1060.497602
iter  50 value 657.501367
iter  60 value 535.213404
iter  70 value 454.286856
iter  80 value 410.521214
iter  90 value 361.755603
iter 100 value 337.477364
iter 110 value 321.794528
iter 120 value 306.452535
iter 130 value 295.581531
iter 140 value 288.438795
iter 150 value 283.816868
iter 160 value 276.856522
iter 170 value 272.549100
iter 180 value 270.105492
iter 190 value 266.742760
iter 200 value 264.559641
iter 210 value 262.705852
iter 220 value 261.924684
iter 230 value 261.410820
iter 240 value 260.684074
iter 250 value 259.734530
iter 260 value 258.437193
iter 270 value 256.772179
iter 280 value 255.357504
iter 290 value 254.464067
iter 300 value 253.595938
iter 310 value 252.966593
iter 320 value 252.729426
iter 330 value 252.453351
iter 340 value 252.238345
iter 350 value 252.024438
iter 360 value 251.879903
iter 370 value 251.535118
iter 380 value 250.972848
iter 390 value 250.815297
iter 400 value 250.692805
iter 410 value 250.677928
iter 420 value 250.671610
iter 430 value 250.669234
iter 440 value 250.669009
final  value 250.669003 
converged
# weights:  106
initial  value 42845.263489 
iter  10 value 5552.489578
iter  20 value 2439.911494
iter  30 value 1639.951634
iter  40 value 1298.100047
iter  50 value 736.288297
iter  60 value 567.812661
iter  70 value 483.880731
iter  80 value 432.053044
iter  90 value 405.584202
iter 100 value 398.900071
iter 110 value 391.860217
iter 120 value 385.243286
iter 130 value 382.446219
iter 140 value 376.657282
iter 150 value 370.011370
iter 160 value 367.536159
iter 170 value 366.517995
iter 180 value 365.628908
iter 190 value 365.192659
iter 200 value 363.823055
iter 210 value 362.970298
iter 220 value 362.068097
iter 230 value 361.929162
iter 240 value 361.784004
iter 250 value 361.668977
iter 260 value 361.619682
iter 270 value 361.611895
iter 280 value 361.610983
final  value 361.610919 
converged
# weights:  106
initial  value 47332.852116 
iter  10 value 10630.109969
iter  20 value 2250.323094
iter  30 value 1457.299296
iter  40 value 1067.014560
iter  50 value 870.704797
iter  60 value 650.734216
iter  70 value 534.026838
iter  80 value 459.294594
iter  90 value 400.736105
iter 100 value 379.012475
iter 110 value 363.676922
iter 120 value 348.398341
iter 130 value 337.045083
iter 140 value 332.622540
iter 150 value 329.903319
iter 160 value 317.629842
iter 170 value 313.635322
iter 180 value 311.306150
iter 190 value 310.517965
iter 200 value 308.989224
iter 210 value 308.626464
iter 220 value 308.382416
iter 230 value 307.922168
iter 240 value 307.202388
iter 250 value 306.845062
iter 260 value 306.665112
iter 270 value 306.644055
iter 280 value 306.642445
final  value 306.642439 
converged
# weights:  174
initial  value 42889.040338 
iter  10 value 10592.070043
iter  20 value 2856.691275
iter  30 value 1622.636074
iter  40 value 1197.536437
iter  50 value 921.086308
iter  60 value 755.185795
iter  70 value 639.628210
iter  80 value 529.022532
iter  90 value 436.866075
iter 100 value 374.038415
iter 110 value 329.403435
iter 120 value 308.780782
iter 130 value 295.867660
iter 140 value 288.040422
iter 150 value 283.228023
iter 160 value 279.052429
iter 170 value 271.019113
iter 180 value 264.009077
iter 190 value 260.248004
iter 200 value 258.284576
iter 210 value 256.674799
iter 220 value 255.108717
iter 230 value 253.596170
iter 240 value 252.483956
iter 250 value 251.895235
iter 260 value 251.511593
iter 270 value 251.284054
iter 280 value 251.087100
iter 290 value 250.785773
iter 300 value 250.571325
iter 310 value 250.443995
iter 320 value 250.231298
iter 330 value 250.033635
iter 340 value 249.936339
iter 350 value 249.897687
iter 360 value 249.858252
iter 370 value 249.757335
iter 380 value 249.635864
iter 390 value 249.565872
iter 400 value 249.543984
iter 410 value 249.538441
iter 420 value 249.536439
iter 430 value 249.536240
iter 430 value 249.536238
iter 430 value 249.536238
final  value 249.536238 
converged
# weights:  174
initial  value 46168.184363 
iter  10 value 10044.109577
iter  20 value 1766.864447
iter  30 value 916.289111
iter  40 value 597.208128
iter  50 value 486.648898
iter  60 value 436.583610
iter  70 value 389.009674
iter  80 value 353.288327
iter  90 value 321.487615
iter 100 value 299.628786
iter 110 value 283.777199
iter 120 value 274.222954
iter 130 value 268.168703
iter 140 value 264.875573
iter 150 value 262.533522
iter 160 value 259.517392
iter 170 value 256.258081
iter 180 value 253.577314
iter 190 value 251.585887
iter 200 value 249.598905
iter 210 value 247.688023
iter 220 value 246.757093
iter 230 value 246.197807
iter 240 value 245.224605
iter 250 value 245.012183
iter 260 value 244.799537
iter 270 value 244.099564
iter 280 value 243.503031
iter 290 value 243.117676
iter 300 value 241.899526
iter 310 value 241.283222
iter 320 value 240.961444
iter 330 value 240.699709
iter 340 value 240.514782
iter 350 value 240.423118
iter 360 value 240.382230
iter 370 value 240.241032
iter 380 value 240.083898
iter 390 value 239.992293
iter 400 value 239.967436
iter 410 value 239.959642
iter 420 value 239.779441
iter 430 value 239.731480
iter 440 value 239.730437
final  value 239.730430 
converged
# weights:  174
initial  value 43666.402062 
iter  10 value 8212.730711
iter  20 value 4574.820018
iter  30 value 1863.877780
iter  40 value 1282.593533
iter  50 value 783.978166
iter  60 value 579.660824
iter  70 value 475.631378
iter  80 value 420.167676
iter  90 value 383.081532
iter 100 value 352.475234
iter 110 value 329.287090
iter 120 value 315.589306
iter 130 value 304.126686
iter 140 value 292.442041
iter 150 value 286.048403
iter 160 value 278.424727
iter 170 value 275.701933
iter 180 value 273.991646
iter 190 value 272.731827
iter 200 value 271.552526
iter 210 value 268.316419
iter 220 value 264.916752
iter 230 value 263.494455
iter 240 value 262.021124
iter 250 value 260.764472
iter 260 value 259.844656
iter 270 value 259.301477
iter 280 value 258.735555
iter 290 value 258.297886
iter 300 value 256.695052
iter 310 value 254.473797
iter 320 value 253.385593
iter 330 value 252.035270
iter 340 value 251.552874
iter 350 value 251.242300
iter 360 value 251.094140
iter 370 value 250.813026
iter 380 value 250.534948
iter 390 value 250.176157
iter 400 value 249.832812
iter 410 value 249.686085
iter 420 value 249.604896
iter 430 value 249.591311
iter 440 value 249.571103
iter 450 value 249.541607
final  value 249.541353 
converged
# weights:  174
initial  value 39589.274206 
iter  10 value 9067.574492
iter  20 value 2383.131442
iter  30 value 1307.192320
iter  40 value 931.206371
iter  50 value 751.665134
iter  60 value 630.950804
iter  70 value 550.896748
iter  80 value 468.843933
iter  90 value 397.304502
iter 100 value 355.086141
iter 110 value 336.795556
iter 120 value 330.005465
iter 130 value 323.730624
iter 140 value 316.197486
iter 150 value 309.665237
iter 160 value 305.040054
iter 170 value 300.760751
iter 180 value 296.115222
iter 190 value 293.108072
iter 200 value 287.887511
iter 210 value 282.118102
iter 220 value 276.588633
iter 230 value 274.204144
iter 240 value 271.529634
iter 250 value 265.269809
iter 260 value 260.359555
iter 270 value 256.344886
iter 280 value 254.416346
iter 290 value 253.107128
iter 300 value 252.357411
iter 310 value 251.828143
iter 320 value 251.257194
iter 330 value 250.938851
iter 340 value 250.732532
iter 350 value 250.472085
iter 360 value 249.982929
iter 370 value 248.884974
iter 380 value 248.055426
iter 390 value 247.573310
iter 400 value 247.401373
iter 410 value 247.378916
iter 420 value 247.373255
iter 430 value 247.370223
iter 440 value 247.365182
final  value 247.365067 
converged
# weights:  174
initial  value 44920.549447 
iter  10 value 9204.450591
iter  20 value 2095.960771
iter  30 value 1280.265613
iter  40 value 844.564835
iter  50 value 669.958763
iter  60 value 528.278754
iter  70 value 454.667214
iter  80 value 411.655507
iter  90 value 376.836841
iter 100 value 350.235017
iter 110 value 327.941818
iter 120 value 316.643542
iter 130 value 309.296075
iter 140 value 303.684963
iter 150 value 296.701457
iter 160 value 287.271508
iter 170 value 281.139275
iter 180 value 276.592047
iter 190 value 272.697912
iter 200 value 270.051568
iter 210 value 266.483289
iter 220 value 264.663193
iter 230 value 263.712046
iter 240 value 262.446358
iter 250 value 261.408614
iter 260 value 260.991643
iter 270 value 260.566212
iter 280 value 259.915100
iter 290 value 259.424443
iter 300 value 259.014627
iter 310 value 257.053454
iter 320 value 256.208841
iter 330 value 255.492115
iter 340 value 253.870619
iter 350 value 252.856645
iter 360 value 252.496953
iter 370 value 252.086996
iter 380 value 251.697116
iter 390 value 251.460486
iter 400 value 251.358160
iter 410 value 251.321809
iter 420 value 251.305241
iter 430 value 251.301558
final  value 251.301426 
converged
# weights:  106
initial  value 43255.080235 
iter  10 value 7570.455618
iter  20 value 3120.818566
iter  30 value 1652.158201
iter  40 value 1019.921882
iter  50 value 748.739743
iter  60 value 589.819768
iter  70 value 549.625471
iter  80 value 510.174599
iter  90 value 483.036145
iter 100 value 445.021144
iter 110 value 420.791358
iter 120 value 406.196417
iter 130 value 394.621962
iter 140 value 383.488775
iter 150 value 375.325805
iter 160 value 371.212840
iter 170 value 368.006960
iter 180 value 364.593297
iter 190 value 362.155354
iter 200 value 360.095835
iter 210 value 358.527577
iter 220 value 357.470058
iter 230 value 356.469474
iter 240 value 355.679755
iter 250 value 354.815801
iter 260 value 354.449633
iter 270 value 354.363552
iter 280 value 354.354610
iter 290 value 354.353833
iter 290 value 354.353830
iter 290 value 354.353830
final  value 354.353830 
converged
# weights:  174
initial  value 40862.561079 
iter  10 value 4682.010307
iter  20 value 1265.404934
iter  30 value 767.443228
iter  40 value 556.061445
iter  50 value 464.114488
iter  60 value 398.602353
iter  70 value 355.517961
iter  80 value 338.359447
iter  90 value 323.008142
iter 100 value 309.848835
iter 110 value 304.017307
iter 120 value 298.050988
iter 130 value 289.946476
iter 140 value 278.652054
iter 150 value 271.854812
iter 160 value 267.880355
iter 170 value 265.954353
iter 180 value 264.875763
iter 190 value 263.586251
iter 200 value 261.484291
iter 210 value 259.423616
iter 220 value 258.547407
iter 230 value 258.003045
iter 240 value 257.598610
iter 250 value 257.129389
iter 260 value 256.776952
iter 270 value 256.540225
iter 280 value 256.325466
iter 290 value 256.167071
iter 300 value 256.066290
iter 310 value 255.982032
iter 320 value 255.965248
iter 330 value 255.921297
iter 340 value 255.866173
iter 350 value 255.830194
iter 360 value 255.825673
iter 370 value 255.814629
iter 380 value 255.801545
iter 390 value 255.796823
iter 400 value 255.795177
iter 410 value 255.794787
iter 420 value 255.794579
iter 430 value 255.794490
final  value 255.794476 
converged
# weights:  174
initial  value 45485.557523 
iter  10 value 9778.104370
iter  20 value 3011.322386
iter  30 value 1759.225974
iter  40 value 1345.516698
iter  50 value 1153.056234
iter  60 value 996.369444
iter  70 value 870.376130
iter  80 value 745.981350
iter  90 value 634.721837
iter 100 value 517.952604
iter 110 value 416.441285
iter 120 value 344.636636
iter 130 value 314.148687
iter 140 value 302.174623
iter 150 value 294.789553
iter 160 value 292.125480
iter 170 value 290.104949
iter 180 value 285.300804
iter 190 value 283.053521
iter 200 value 281.742789
iter 210 value 280.835731
iter 220 value 279.793084
iter 230 value 278.898636
iter 240 value 276.945480
iter 250 value 275.175127
iter 260 value 273.232208
iter 270 value 272.285201
iter 280 value 271.382210
iter 290 value 270.942714
iter 300 value 270.727201
iter 310 value 270.377462
iter 320 value 269.638214
iter 330 value 269.332379
iter 340 value 269.273673
iter 350 value 269.090574
iter 360 value 268.937895
iter 370 value 268.730290
iter 380 value 268.508850
iter 390 value 268.352199
iter 400 value 268.163117
iter 410 value 267.532748
iter 420 value 265.927886
iter 430 value 265.169687
iter 440 value 265.061573
iter 450 value 264.743024
iter 460 value 264.667066
iter 470 value 264.664660
final  value 264.664480 
converged
# weights:  106
initial  value 45033.221820 
iter  10 value 21240.459465
iter  20 value 8611.527233
iter  30 value 5303.361955
iter  40 value 3395.977632
iter  50 value 2180.671929
iter  60 value 1405.362001
iter  70 value 876.853279
iter  80 value 687.533312
iter  90 value 580.788432
iter 100 value 522.791567
iter 110 value 470.078663
iter 120 value 437.608541
iter 130 value 424.505408
iter 140 value 411.944616
iter 150 value 404.433196
iter 160 value 399.210540
iter 170 value 389.557191
iter 180 value 381.875142
iter 190 value 375.356595
iter 200 value 372.085436
iter 210 value 366.365977
iter 220 value 363.260996
iter 230 value 358.725200
iter 240 value 354.430371
iter 250 value 351.420497
iter 260 value 350.083637
iter 270 value 349.732946
iter 280 value 349.693133
iter 290 value 349.691690
final  value 349.691677 
converged
# weights:  106
initial  value 42021.761620 
iter  10 value 12705.089818
iter  20 value 6472.407892
iter  30 value 4691.433367
iter  40 value 2925.635344
iter  50 value 2176.567560
iter  60 value 1936.757698
iter  70 value 1601.206186
iter  80 value 1291.527813
iter  90 value 1036.342826
iter 100 value 907.930558
iter 110 value 851.969172
iter 120 value 754.776816
iter 130 value 626.370761
iter 140 value 488.565192
iter 150 value 418.097298
iter 160 value 399.833569
iter 170 value 388.402754
iter 180 value 376.114824
iter 190 value 369.016819
iter 200 value 361.668645
iter 210 value 357.650805
iter 220 value 356.176914
iter 230 value 353.994630
iter 240 value 347.616453
iter 250 value 341.508754
iter 260 value 338.384709
iter 270 value 337.246731
iter 280 value 336.793777
iter 290 value 336.743057
iter 300 value 336.741977
iter 300 value 336.741975
iter 300 value 336.741975
final  value 336.741975 
converged
# weights:  174
initial  value 52225.412415 
iter  10 value 8376.338899
iter  20 value 1962.955681
iter  30 value 977.710676
iter  40 value 791.041879
iter  50 value 666.304104
iter  60 value 597.947152
iter  70 value 541.344781
iter  80 value 476.252493
iter  90 value 427.648535
iter 100 value 386.886318
iter 110 value 355.520413
iter 120 value 325.029318
iter 130 value 300.487945
iter 140 value 288.805422
iter 150 value 284.245573
iter 160 value 281.529840
iter 170 value 278.727306
iter 180 value 276.658616
iter 190 value 274.892818
iter 200 value 273.327855
iter 210 value 270.940196
iter 220 value 266.629835
iter 230 value 264.407956
iter 240 value 263.381581
iter 250 value 262.131241
iter 260 value 260.567642
iter 270 value 259.494358
iter 280 value 257.707971
iter 290 value 255.538810
iter 300 value 253.372470
iter 310 value 251.635826
iter 320 value 250.556244
iter 330 value 250.243074
iter 340 value 250.066654
iter 350 value 249.779018
iter 360 value 249.552637
iter 370 value 249.109243
iter 380 value 248.325092
iter 390 value 247.931566
iter 400 value 247.760491
iter 410 value 247.731738
iter 420 value 247.711646
iter 430 value 247.701302
iter 440 value 247.700017
final  value 247.699990 
converged
# weights:  174
initial  value 42503.590380 
iter  10 value 8513.836850
iter  20 value 2741.043604
iter  30 value 1378.753860
iter  40 value 1052.944537
iter  50 value 846.125879
iter  60 value 735.416232
iter  70 value 640.922959
iter  80 value 551.338582
iter  90 value 460.813345
iter 100 value 376.612464
iter 110 value 339.430802
iter 120 value 326.349755
iter 130 value 315.666794
iter 140 value 307.179816
iter 150 value 294.303493
iter 160 value 287.815475
iter 170 value 285.092256
iter 180 value 280.628959
iter 190 value 277.541686
iter 200 value 273.638475
iter 210 value 271.431617
iter 220 value 271.070226
iter 230 value 270.767015
iter 240 value 270.270044
iter 250 value 269.351287
iter 260 value 268.307684
iter 270 value 266.605195
iter 280 value 264.413712
iter 290 value 262.012340
iter 300 value 260.933956
iter 310 value 259.942952
iter 320 value 259.751341
iter 330 value 259.572686
iter 340 value 259.450379
iter 350 value 258.973777
iter 360 value 258.845830
iter 370 value 258.650385
iter 380 value 258.384742
iter 390 value 258.140257
iter 400 value 257.973368
iter 410 value 257.891036
iter 420 value 257.569713
iter 430 value 256.070530
iter 440 value 254.137416
iter 450 value 252.824958
iter 460 value 252.400891
iter 470 value 252.333639
iter 480 value 252.330868
final  value 252.330857 
converged
# weights:  174
initial  value 43952.752661 
iter  10 value 6831.136623
iter  20 value 1760.974810
iter  30 value 1088.044029
iter  40 value 791.453363
iter  50 value 612.845997
iter  60 value 542.909551
iter  70 value 484.820901
iter  80 value 456.291975
iter  90 value 435.954574
iter 100 value 420.547635
iter 110 value 390.179122
iter 120 value 357.647230
iter 130 value 339.378756
iter 140 value 329.278288
iter 150 value 319.412707
iter 160 value 315.293550
iter 170 value 311.662364
iter 180 value 307.311363
iter 190 value 304.984142
iter 200 value 303.132841
iter 210 value 302.402629
iter 220 value 301.808572
iter 230 value 300.643347
iter 240 value 300.026821
iter 250 value 298.907443
iter 260 value 298.124577
iter 270 value 297.777240
iter 280 value 297.518707
iter 290 value 297.222394
iter 300 value 296.850453
iter 310 value 296.498410
iter 320 value 296.143134
iter 330 value 295.990196
iter 340 value 295.745002
iter 350 value 295.628332
iter 360 value 295.583492
iter 370 value 295.524793
iter 380 value 295.444689
iter 390 value 295.401775
iter 400 value 295.363920
iter 410 value 295.355905
iter 420 value 295.352030
iter 430 value 295.351583
final  value 295.351555 
converged
# weights:  174
initial  value 42563.566212 
iter  10 value 6316.752234
iter  20 value 2361.230794
iter  30 value 981.516996
iter  40 value 634.242084
iter  50 value 502.741590
iter  60 value 416.637410
iter  70 value 366.127744
iter  80 value 340.990600
iter  90 value 323.649306
iter 100 value 304.286832
iter 110 value 290.221852
iter 120 value 281.913127
iter 130 value 277.223212
iter 140 value 274.335962
iter 150 value 272.038983
iter 160 value 269.177261
iter 170 value 266.372726
iter 180 value 264.553351
iter 190 value 262.155988
iter 200 value 261.197578
iter 210 value 259.389055
iter 220 value 257.266410
iter 230 value 255.536600
iter 240 value 254.981074
iter 250 value 254.344906
iter 260 value 253.289844
iter 270 value 252.387684
iter 280 value 252.091593
iter 290 value 251.868857
iter 300 value 251.528376
iter 310 value 251.188897
iter 320 value 250.923160
iter 330 value 250.510101
iter 340 value 249.344879
iter 350 value 248.456642
iter 360 value 248.280192
iter 370 value 247.979696
iter 380 value 247.725315
iter 390 value 247.583132
iter 400 value 247.504702
iter 410 value 247.463846
iter 420 value 247.456159
iter 430 value 247.455481
final  value 247.455465 
converged
# weights:  106
initial  value 42746.941183 
iter  10 value 12303.911959
iter  20 value 7092.063387
iter  30 value 3600.262223
iter  40 value 2384.074212
iter  50 value 1582.258529
iter  60 value 1120.689195
iter  70 value 818.457187
iter  80 value 597.721695
iter  90 value 524.689803
iter 100 value 469.818797
iter 110 value 422.088453
iter 120 value 392.975865
iter 130 value 363.353398
iter 140 value 347.457643
iter 150 value 332.206087
iter 160 value 322.059337
iter 170 value 319.252904
iter 180 value 317.364076
iter 190 value 316.891524
iter 200 value 315.605772
iter 210 value 315.250298
iter 220 value 314.922649
iter 230 value 314.480429
iter 240 value 313.873782
iter 250 value 313.549527
iter 260 value 313.395765
iter 270 value 313.367874
iter 280 value 313.363538
final  value 313.363502 
converged
# weights:  106
initial  value 44645.357105 
iter  10 value 9687.338598
iter  20 value 3448.054841
iter  30 value 2684.597185
iter  40 value 1808.993053
iter  50 value 1217.296076
iter  60 value 931.679046
iter  70 value 749.370929
iter  80 value 599.409846
iter  90 value 490.009248
iter 100 value 431.282144
iter 110 value 385.352238
iter 120 value 366.161142
iter 130 value 350.107292
iter 140 value 324.895853
iter 150 value 318.092222
iter 160 value 314.554965
iter 170 value 313.367817
iter 180 value 312.356310
iter 190 value 311.344602
iter 200 value 310.884567
iter 210 value 310.637399
iter 220 value 310.265493
iter 230 value 309.908936
iter 240 value 309.289858
iter 250 value 308.922692
iter 260 value 308.812086
iter 270 value 308.799878
iter 280 value 308.798931
iter 280 value 308.798930
iter 280 value 308.798930
final  value 308.798930 
converged
# weights:  106
initial  value 42756.918640 
iter  10 value 16306.071723
iter  20 value 5215.685254
iter  30 value 3121.523511
iter  40 value 1919.479644
iter  50 value 1470.083444
iter  60 value 1202.951654
iter  70 value 1009.938013
iter  80 value 853.915233
iter  90 value 720.555377
iter 100 value 569.577140
iter 110 value 485.482172
iter 120 value 424.951581
iter 130 value 398.147484
iter 140 value 380.300905
iter 150 value 353.180953
iter 160 value 345.399372
iter 170 value 340.046004
iter 180 value 336.047564
iter 190 value 331.693912
iter 200 value 329.840353
iter 210 value 329.478044
iter 220 value 329.056874
iter 230 value 328.281571
iter 240 value 327.151701
iter 250 value 326.530812
iter 260 value 326.357725
iter 270 value 326.336569
iter 280 value 326.335062
final  value 326.335038 
converged
# weights:  174
initial  value 47141.307427 
iter  10 value 6027.426233
iter  20 value 1559.048154
iter  30 value 1007.450591
iter  40 value 659.060074
iter  50 value 498.622264
iter  60 value 412.530072
iter  70 value 358.666312
iter  80 value 326.493765
iter  90 value 308.802011
iter 100 value 295.441827
iter 110 value 287.692965
iter 120 value 282.140616
iter 130 value 276.886900
iter 140 value 274.977697
iter 150 value 272.911836
iter 160 value 270.053814
iter 170 value 267.770322
iter 180 value 266.380729
iter 190 value 265.111982
iter 200 value 262.988162
iter 210 value 260.540525
iter 220 value 259.183623
iter 230 value 258.271781
iter 240 value 256.998173
iter 250 value 256.045554
iter 260 value 255.498071
iter 270 value 255.004713
iter 280 value 254.254755
iter 290 value 252.941412
iter 300 value 252.369003
iter 310 value 251.846628
iter 320 value 251.368160
iter 330 value 250.915532
iter 340 value 250.494090
iter 350 value 249.802487
iter 360 value 249.642708
iter 370 value 249.376242
iter 380 value 248.965363
iter 390 value 248.476845
iter 400 value 247.592598
iter 410 value 246.831703
iter 420 value 246.293671
iter 430 value 245.998861
iter 440 value 245.922897
iter 450 value 245.918068
iter 460 value 245.917622
final  value 245.917608 
converged
# weights:  174
initial  value 47278.364048 
iter  10 value 6626.212382
iter  20 value 1722.936318
iter  30 value 1010.356520
iter  40 value 664.724923
iter  50 value 528.137019
iter  60 value 395.809955
iter  70 value 372.378242
iter  80 value 346.276282
iter  90 value 326.569055
iter 100 value 307.163723
iter 110 value 296.327393
iter 120 value 291.563089
iter 130 value 287.650650
iter 140 value 284.929839
iter 150 value 281.504971
iter 160 value 275.873100
iter 170 value 267.997175
iter 180 value 261.556367
iter 190 value 258.944872
iter 200 value 257.776495
iter 210 value 256.775797
iter 220 value 255.585144
iter 230 value 255.112911
iter 240 value 254.824372
iter 250 value 254.632154
iter 260 value 254.553826
iter 270 value 254.436898
iter 280 value 254.377216
iter 290 value 254.322115
iter 300 value 254.289958
iter 310 value 254.249056
iter 320 value 254.208405
iter 330 value 254.133253
iter 340 value 254.089667
iter 350 value 254.048036
iter 360 value 254.013589
iter 370 value 253.942622
iter 380 value 253.817367
iter 390 value 253.758854
iter 400 value 253.732901
iter 410 value 253.728279
iter 420 value 253.725647
iter 430 value 253.723018
final  value 253.722759 
converged
# weights:  174
initial  value 41227.578114 
iter  10 value 6683.497689
iter  20 value 2746.926085
iter  30 value 1136.794690
iter  40 value 758.394824
iter  50 value 580.993582
iter  60 value 497.418815
iter  70 value 437.466803
iter  80 value 387.915660
iter  90 value 354.156867
iter 100 value 319.486177
iter 110 value 293.514510
iter 120 value 279.350329
iter 130 value 267.943662
iter 140 value 261.918205
iter 150 value 257.350342
iter 160 value 251.595044
iter 170 value 248.957085
iter 180 value 246.371088
iter 190 value 244.943173
iter 200 value 244.007493
iter 210 value 243.509236
iter 220 value 242.777589
iter 230 value 241.983556
iter 240 value 241.353696
iter 250 value 240.984836
iter 260 value 240.525056
iter 270 value 240.337840
iter 280 value 239.961660
iter 290 value 239.762907
iter 300 value 239.697060
iter 310 value 239.627327
iter 320 value 239.603592
iter 330 value 239.588651
iter 340 value 239.577646
iter 350 value 239.554389
iter 360 value 239.532915
iter 370 value 239.498026
iter 380 value 239.442424
iter 390 value 239.400514
iter 400 value 239.378673
iter 410 value 239.372635
iter 420 value 239.370701
iter 430 value 239.370392
final  value 239.370253 
converged
# weights:  174
initial  value 48226.592903 
iter  10 value 7032.474574
iter  20 value 2275.638096
iter  30 value 1169.783299
iter  40 value 750.793040
iter  50 value 509.020910
iter  60 value 445.131185
iter  70 value 398.572029
iter  80 value 376.931909
iter  90 value 358.999047
iter 100 value 338.967178
iter 110 value 319.716494
iter 120 value 304.582396
iter 130 value 296.835845
iter 140 value 289.540434
iter 150 value 282.421700
iter 160 value 276.448198
iter 170 value 274.033859
iter 180 value 272.736359
iter 190 value 271.719325
iter 200 value 270.860694
iter 210 value 268.642446
iter 220 value 264.598831
iter 230 value 260.124876
iter 240 value 255.879792
iter 250 value 254.175554
iter 260 value 252.516227
iter 270 value 250.607998
iter 280 value 249.736939
iter 290 value 248.463866
iter 300 value 247.239885
iter 310 value 246.176726
iter 320 value 245.614029
iter 330 value 245.363464
iter 340 value 245.173723
iter 350 value 245.022670
iter 360 value 244.861281
iter 370 value 244.648845
iter 380 value 244.253577
iter 390 value 244.057305
iter 400 value 243.914171
iter 410 value 243.871423
iter 420 value 243.861372
iter 430 value 243.860539
final  value 243.860522 
converged
# weights:  106
initial  value 41729.522884 
iter  10 value 6126.715046
iter  20 value 2648.279690
iter  30 value 1613.803468
iter  40 value 1162.186885
iter  50 value 895.055899
iter  60 value 722.632612
iter  70 value 620.605092
iter  80 value 539.358751
iter  90 value 484.516946
iter 100 value 455.439615
iter 110 value 429.493777
iter 120 value 415.898281
iter 130 value 409.481668
iter 140 value 400.796840
iter 150 value 389.929790
iter 160 value 381.015796
iter 170 value 373.458930
iter 180 value 369.799978
iter 190 value 369.032769
iter 200 value 368.037836
iter 210 value 367.109776
iter 220 value 366.417278
iter 230 value 366.273597
iter 240 value 366.082923
iter 250 value 365.964773
iter 260 value 365.930476
iter 270 value 365.925339
iter 280 value 365.924838
final  value 365.924806 
converged
# weights:  106
initial  value 40551.523753 
iter  10 value 7949.517527
iter  20 value 2205.171431
iter  30 value 1483.340433
iter  40 value 1039.209286
iter  50 value 754.289199
iter  60 value 508.604683
iter  70 value 438.148003
iter  80 value 400.950011
iter  90 value 375.764409
iter 100 value 365.539815
iter 110 value 356.457199
iter 120 value 336.983078
iter 130 value 331.754735
iter 140 value 329.165896
iter 150 value 327.365352
iter 160 value 325.966734
iter 170 value 325.508900
iter 180 value 324.540506
iter 190 value 324.069827
iter 200 value 323.582243
iter 210 value 323.410023
iter 220 value 323.275109
iter 230 value 323.002417
iter 240 value 322.514476
iter 250 value 322.203987
iter 260 value 322.107141
iter 270 value 322.092031
iter 280 value 322.090300
final  value 322.090283 
converged
# weights:  174
initial  value 40783.084648 
iter  10 value 6393.530834
iter  20 value 2136.589781
iter  30 value 850.435219
iter  40 value 552.207399
iter  50 value 439.396292
iter  60 value 356.639339
iter  70 value 321.370653
iter  80 value 300.484029
iter  90 value 289.162468
iter 100 value 280.107970
iter 110 value 272.929572
iter 120 value 267.508754
iter 130 value 259.570674
iter 140 value 255.647013
iter 150 value 252.018597
iter 160 value 250.399420
iter 170 value 249.562994
iter 180 value 247.271676
iter 190 value 245.889805
iter 200 value 245.305251
iter 210 value 244.520140
iter 220 value 243.284937
iter 230 value 242.653178
iter 240 value 242.616360
iter 250 value 242.613368
iter 260 value 242.611980
final  value 242.611866 
converged
# weights:  174
initial  value 38974.797959 
iter  10 value 4005.951107
iter  20 value 1365.251804
iter  30 value 862.081352
iter  40 value 641.234809
iter  50 value 489.777124
iter  60 value 426.041639
iter  70 value 368.638352
iter  80 value 332.489427
iter  90 value 306.913822
iter 100 value 294.138710
iter 110 value 284.767818
iter 120 value 279.713112
iter 130 value 274.325167
iter 140 value 269.527621
iter 150 value 267.343340
iter 160 value 265.728225
iter 170 value 264.303355
iter 180 value 262.892029
iter 190 value 262.218548
iter 200 value 261.801691
iter 210 value 261.549904
iter 220 value 261.436214
iter 230 value 261.303465
iter 240 value 261.204631
iter 250 value 260.999784
iter 260 value 260.450411
iter 270 value 258.944582
iter 280 value 256.322501
iter 290 value 254.628239
iter 300 value 254.013829
iter 310 value 253.731584
iter 320 value 253.589911
iter 330 value 253.557290
iter 340 value 253.556010
final  value 253.555991 
converged
# weights:  174
initial  value 44499.508057 
iter  10 value 11267.199745
iter  20 value 3700.734735
iter  30 value 2326.583865
iter  40 value 1241.518928
iter  50 value 847.451428
iter  60 value 653.826425
iter  70 value 571.861448
iter  80 value 510.708682
iter  90 value 461.522101
iter 100 value 418.381870
iter 110 value 393.648943
iter 120 value 370.903431
iter 130 value 354.391666
iter 140 value 339.741197
iter 150 value 332.254136
iter 160 value 328.414245
iter 170 value 322.939173
iter 180 value 317.792686
iter 190 value 313.971757
iter 200 value 310.360815
iter 210 value 299.792610
iter 220 value 293.991721
iter 230 value 291.526926
iter 240 value 288.372280
iter 250 value 286.859855
iter 260 value 286.184012
iter 270 value 284.887464
iter 280 value 281.994776
iter 290 value 280.325689
iter 300 value 279.343039
iter 310 value 279.068437
iter 320 value 278.761500
iter 330 value 278.567237
iter 340 value 278.417366
iter 350 value 278.295578
iter 360 value 278.208805
iter 370 value 278.096374
iter 380 value 277.932005
iter 390 value 277.858732
iter 400 value 277.805029
iter 410 value 277.787341
iter 420 value 277.783876
iter 430 value 277.783653
final  value 277.783644 
converged
# weights:  174
initial  value 45251.387636 
iter  10 value 7604.400075
iter  20 value 1580.368644
iter  30 value 883.348790
iter  40 value 658.519607
iter  50 value 491.388464
iter  60 value 425.281365
iter  70 value 383.282948
iter  80 value 365.857875
iter  90 value 341.862450
iter 100 value 322.913040
iter 110 value 312.485772
iter 120 value 304.547425
iter 130 value 297.319342
iter 140 value 292.987644
iter 150 value 288.777672
iter 160 value 284.858613
iter 170 value 281.038436
iter 180 value 278.770709
iter 190 value 276.980046
iter 200 value 275.162623
iter 210 value 274.000831
iter 220 value 273.023380
iter 230 value 272.460594
iter 240 value 271.819479
iter 250 value 271.147998
iter 260 value 270.445529
iter 270 value 269.561410
iter 280 value 265.751125
iter 290 value 263.012183
iter 300 value 261.559766
iter 310 value 260.658513
iter 320 value 260.468042
iter 330 value 260.357754
iter 340 value 260.223465
iter 350 value 260.183909
iter 360 value 260.125038
iter 370 value 260.017750
iter 380 value 259.899556
iter 390 value 259.828176
iter 400 value 259.792888
iter 410 value 259.785552
iter 420 value 259.783112
iter 430 value 259.782664
final  value 259.782647 
converged
# weights:  174
initial  value 44633.066479 
iter  10 value 9426.341108
iter  20 value 2334.637453
iter  30 value 1262.194239
iter  40 value 849.403720
iter  50 value 641.536161
iter  60 value 493.651065
iter  70 value 438.621398
iter  80 value 395.593121
iter  90 value 369.230748
iter 100 value 340.463019
iter 110 value 318.671124
iter 120 value 305.920254
iter 130 value 298.039294
iter 140 value 293.352754
iter 150 value 288.976468
iter 160 value 285.224991
iter 170 value 282.885074
iter 180 value 281.248445
iter 190 value 278.752951
iter 200 value 275.825817
iter 210 value 274.903199
iter 220 value 274.194547
iter 230 value 273.572103
iter 240 value 272.741385
iter 250 value 271.961686
iter 260 value 270.953361
iter 270 value 269.514423
iter 280 value 268.587183
iter 290 value 267.452222
iter 300 value 266.164330
iter 310 value 265.544977
iter 320 value 264.980483
iter 330 value 264.562846
iter 340 value 264.146020
iter 350 value 263.766887
iter 360 value 263.555048
iter 370 value 262.959045
iter 380 value 262.088824
iter 390 value 261.754434
iter 400 value 261.450541
iter 410 value 261.375562
iter 420 value 261.321696
iter 430 value 261.236636
iter 440 value 260.980651
iter 450 value 258.913594
iter 460 value 258.033388
iter 470 value 257.691650
iter 480 value 257.490459
iter 490 value 257.436537
iter 500 value 257.422608
iter 510 value 257.418521
iter 520 value 257.380315
iter 530 value 257.287385
iter 540 value 257.176914
iter 550 value 257.041568
iter 560 value 256.995341
iter 570 value 256.974338
iter 580 value 256.113357
iter 590 value 255.903384
iter 600 value 255.885879
final  value 255.885325 
converged
# weights:  106
initial  value 39912.711991 
iter  10 value 11907.172754
iter  20 value 1693.990152
iter  30 value 1331.397113
iter  40 value 1013.466197
iter  50 value 781.409870
iter  60 value 710.257122
iter  70 value 658.941538
iter  80 value 622.886313
iter  90 value 575.757816
iter 100 value 529.728256
iter 110 value 489.777700
iter 120 value 471.103414
iter 130 value 446.132557
iter 140 value 437.887919
iter 150 value 435.676293
iter 160 value 434.614512
iter 170 value 428.154323
iter 180 value 419.589660
iter 190 value 412.273717
iter 200 value 409.973237
iter 210 value 399.834105
iter 220 value 388.636085
iter 230 value 377.758175
iter 240 value 366.779656
iter 250 value 352.058058
iter 260 value 334.905525
iter 270 value 329.080859
iter 280 value 324.245634
iter 290 value 323.551532
iter 300 value 323.490246
iter 310 value 323.487145
final  value 323.487135 
converged
# weights:  174
initial  value 42503.325167 
iter  10 value 6142.582343
iter  20 value 1857.680545
iter  30 value 746.694127
iter  40 value 522.170058
iter  50 value 425.737696
iter  60 value 360.861385
iter  70 value 340.318177
iter  80 value 326.369422
iter  90 value 314.607153
iter 100 value 304.193676
iter 110 value 289.157146
iter 120 value 279.320403
iter 130 value 275.974514
iter 140 value 274.466384
iter 150 value 272.548675
iter 160 value 269.390128
iter 170 value 266.609103
iter 180 value 265.361167
iter 190 value 264.504840
iter 200 value 263.377755
iter 210 value 262.848446
iter 220 value 262.483573
iter 230 value 261.689076
iter 240 value 261.028555
iter 250 value 260.579745
iter 260 value 259.900482
iter 270 value 259.327710
iter 280 value 258.901937
iter 290 value 257.542160
iter 300 value 257.124565
iter 310 value 256.838205
iter 320 value 256.709635
iter 330 value 256.426854
iter 340 value 256.404191
iter 350 value 256.359716
iter 360 value 256.334461
iter 370 value 256.291846
iter 380 value 256.234643
iter 390 value 256.207327
iter 400 value 256.201433
iter 410 value 256.199740
iter 420 value 256.199256
final  value 256.199144 
converged
# weights:  106
initial  value 39720.360875 
iter  10 value 12937.765429
iter  20 value 3230.281173
iter  30 value 1639.571203
iter  40 value 1155.645015
iter  50 value 756.462809
iter  60 value 620.780264
iter  70 value 559.808597
iter  80 value 490.249286
iter  90 value 447.820507
iter 100 value 408.056535
iter 110 value 369.150389
iter 120 value 348.156578
iter 130 value 335.182452
iter 140 value 323.624163
iter 150 value 320.416732
iter 160 value 315.388512
iter 170 value 311.175381
iter 180 value 308.556352
iter 190 value 305.913960
iter 200 value 305.764435
iter 210 value 305.458994
iter 220 value 305.339983
iter 230 value 305.098039
iter 240 value 304.481665
iter 250 value 304.044861
iter 260 value 303.848396
iter 270 value 303.827651
iter 280 value 303.826379
final  value 303.826363 
converged
# weights:  174
initial  value 45696.699282 
iter  10 value 5078.170382
iter  20 value 2080.988468
iter  30 value 1112.056307
iter  40 value 935.879512
iter  50 value 787.684671
iter  60 value 655.717667
iter  70 value 561.410821
iter  80 value 497.759989
iter  90 value 410.273368
iter 100 value 351.118939
iter 110 value 325.913446
iter 120 value 307.929334
iter 130 value 298.820653
iter 140 value 289.654678
iter 150 value 283.463216
iter 160 value 280.666161
iter 170 value 279.599833
iter 180 value 278.347986
iter 190 value 275.857062
iter 200 value 273.073547
iter 210 value 271.223330
iter 220 value 269.210062
iter 230 value 266.779645
iter 240 value 263.236320
iter 250 value 260.977694
iter 260 value 259.839627
iter 270 value 258.412380
iter 280 value 257.529195
iter 290 value 257.167703
iter 300 value 256.848288
iter 310 value 256.620075
iter 320 value 256.116187
iter 330 value 255.197559
iter 340 value 254.278012
iter 350 value 253.358595
iter 360 value 253.156522
iter 370 value 252.697838
iter 380 value 252.002428
iter 390 value 251.649207
iter 400 value 251.527654
iter 410 value 251.426385
iter 420 value 250.733701
iter 430 value 249.515263
iter 440 value 249.292740
iter 450 value 249.242212
iter 460 value 249.237632
final  value 249.237568 
converged
# weights:  174
initial  value 41885.105285 
iter  10 value 8189.825503
iter  20 value 3278.816718
iter  30 value 1409.312253
iter  40 value 804.059726
iter  50 value 656.221115
iter  60 value 557.403675
iter  70 value 478.643807
iter  80 value 433.218222
iter  90 value 396.296160
iter 100 value 371.004102
iter 110 value 346.975786
iter 120 value 331.794032
iter 130 value 323.708138
iter 140 value 317.713308
iter 150 value 310.943646
iter 160 value 306.348966
iter 170 value 303.365755
iter 180 value 301.223901
iter 190 value 298.141233
iter 200 value 295.512077
iter 210 value 292.213917
iter 220 value 289.611491
iter 230 value 287.205213
iter 240 value 284.277211
iter 250 value 282.607918
iter 260 value 282.018749
iter 270 value 281.525694
iter 280 value 281.066371
iter 290 value 280.833986
iter 300 value 280.796425
iter 310 value 280.771488
iter 320 value 280.728831
iter 330 value 280.630720
iter 340 value 280.466018
iter 350 value 280.101993
iter 360 value 280.003484
iter 370 value 279.769567
iter 380 value 279.552790
iter 390 value 279.430844
iter 400 value 279.279771
iter 410 value 279.180395
iter 420 value 279.009921
iter 430 value 278.822229
iter 440 value 278.779616
iter 450 value 278.772859
final  value 278.772687 
converged
# weights:  106
initial  value 47336.515299 
iter  10 value 8258.110953
iter  20 value 2767.810808
iter  30 value 1557.130605
iter  40 value 1167.848158
iter  50 value 937.608617
iter  60 value 741.059347
iter  70 value 633.876875
iter  80 value 528.568799
iter  90 value 459.789363
iter 100 value 415.493672
iter 110 value 399.724404
iter 120 value 388.382812
iter 130 value 384.635522
iter 140 value 381.758997
iter 150 value 379.150757
iter 160 value 376.341566
iter 170 value 367.620921
iter 180 value 363.330526
iter 190 value 362.037520
iter 200 value 359.985399
iter 210 value 357.998984
iter 220 value 357.296766
iter 230 value 356.750078
iter 240 value 356.245981
iter 250 value 355.650703
iter 260 value 355.460088
iter 270 value 355.427709
iter 280 value 355.424523
final  value 355.424426 
converged
# weights:  106
initial  value 44103.016098 
iter  10 value 8043.760528
iter  20 value 3418.654376
iter  30 value 2149.789197
iter  40 value 1624.157743
iter  50 value 1101.612916
iter  60 value 748.984441
iter  70 value 586.306175
iter  80 value 498.824951
iter  90 value 458.908318
iter 100 value 431.148999
iter 110 value 413.869237
iter 120 value 395.364236
iter 130 value 381.247358
iter 140 value 377.568061
iter 150 value 375.943457
iter 160 value 367.396724
iter 170 value 346.920981
iter 180 value 332.550811
iter 190 value 326.078036
iter 200 value 323.158307
iter 210 value 320.242398
iter 220 value 318.948303
iter 230 value 318.246266
iter 240 value 316.908579
iter 250 value 316.248129
iter 260 value 316.057610
iter 270 value 316.032981
iter 280 value 316.031985
final  value 316.031978 
converged
# weights:  106
initial  value 41217.430147 
iter  10 value 7616.007096
iter  20 value 2337.884543
iter  30 value 1589.588122
iter  40 value 1049.018317
iter  50 value 745.290994
iter  60 value 518.942140
iter  70 value 451.641295
iter  80 value 404.432658
iter  90 value 387.021099
iter 100 value 364.231142
iter 110 value 347.613278
iter 120 value 338.948572
iter 130 value 334.276119
iter 140 value 332.243771
iter 150 value 331.054019
iter 160 value 328.027214
iter 170 value 321.149557
iter 180 value 316.951546
iter 190 value 313.148207
iter 200 value 309.574069
iter 210 value 308.498377
iter 220 value 307.069451
iter 230 value 305.770987
iter 240 value 303.650449
iter 250 value 302.384309
iter 260 value 302.113941
iter 270 value 302.085396
iter 280 value 302.083411
final  value 302.083394 
converged
# weights:  174
initial  value 42897.482476 
iter  10 value 9664.820653
iter  20 value 2375.746293
iter  30 value 1529.777680
iter  40 value 1017.255423
iter  50 value 808.532745
iter  60 value 616.077213
iter  70 value 535.404977
iter  80 value 450.188534
iter  90 value 394.417277
iter 100 value 366.180557
iter 110 value 348.128980
iter 120 value 337.289762
iter 130 value 322.803372
iter 140 value 306.905649
iter 150 value 300.152699
iter 160 value 291.720264
iter 170 value 283.936456
iter 180 value 278.141789
iter 190 value 276.028302
iter 200 value 274.637466
iter 210 value 272.627072
iter 220 value 271.863843
iter 230 value 271.384612
iter 240 value 270.586242
iter 250 value 269.908823
iter 260 value 269.472124
iter 270 value 269.027096
iter 280 value 268.745862
iter 290 value 268.345508
iter 300 value 267.919095
iter 310 value 267.338887
iter 320 value 267.106783
iter 330 value 266.915882
iter 340 value 266.794680
iter 350 value 266.713599
iter 360 value 266.696330
iter 370 value 266.678151
iter 380 value 266.634154
iter 390 value 266.615777
iter 400 value 266.605322
iter 410 value 266.603102
iter 420 value 266.602609
final  value 266.602503 
converged
# weights:  106
initial  value 47389.064231 
iter  10 value 19560.760337
iter  20 value 7566.629270
iter  30 value 4134.765067
iter  40 value 2847.255319
iter  50 value 1635.484358
iter  60 value 1206.662212
iter  70 value 892.248848
iter  80 value 764.137835
iter  90 value 678.379417
iter 100 value 623.815965
iter 110 value 590.863380
iter 120 value 538.785591
iter 130 value 458.462405
iter 140 value 422.945042
iter 150 value 409.675626
iter 160 value 403.415221
iter 170 value 389.668570
iter 180 value 373.630487
iter 190 value 366.990086
iter 200 value 362.930732
iter 210 value 361.079064
iter 220 value 359.405013
iter 230 value 356.434510
iter 240 value 354.329955
iter 250 value 352.182913
iter 260 value 350.383805
iter 270 value 350.122086
iter 280 value 350.057965
iter 290 value 350.052738
final  value 350.052570 
converged
# weights:  106
initial  value 38425.847945 
iter  10 value 11442.889566
iter  20 value 4407.889053
iter  30 value 2600.979680
iter  40 value 1912.306225
iter  50 value 1517.669919
iter  60 value 1283.240963
iter  70 value 1019.745973
iter  80 value 754.216292
iter  90 value 584.570890
iter 100 value 524.472160
iter 110 value 484.699472
iter 120 value 463.524073
iter 130 value 455.220521
iter 140 value 448.074619
iter 150 value 443.625721
iter 160 value 437.366651
iter 170 value 426.155311
iter 180 value 409.502875
iter 190 value 391.373868
iter 200 value 385.292950
iter 210 value 382.065349
iter 220 value 380.584841
iter 230 value 377.623227
iter 240 value 375.975136
iter 250 value 373.599264
iter 260 value 372.340732
iter 270 value 371.941145
iter 280 value 371.888850
iter 290 value 371.882193
final  value 371.882127 
converged
# weights:  174
initial  value 41817.520144 
iter  10 value 7135.131322
iter  20 value 1933.612939
iter  30 value 877.375382
iter  40 value 707.863727
iter  50 value 575.713997
iter  60 value 487.425738
iter  70 value 454.400664
iter  80 value 414.310571
iter  90 value 376.776435
iter 100 value 350.331007
iter 110 value 326.522969
iter 120 value 304.904651
iter 130 value 294.579138
iter 140 value 289.623525
iter 150 value 285.057403
iter 160 value 280.608265
iter 170 value 278.041384
iter 180 value 274.616760
iter 190 value 272.809325
iter 200 value 272.138043
iter 210 value 271.708395
iter 220 value 270.815029
iter 230 value 269.658514
iter 240 value 267.728673
iter 250 value 263.680522
iter 260 value 260.849096
iter 270 value 258.170247
iter 280 value 257.190701
iter 290 value 256.955414
iter 300 value 256.675289
iter 310 value 255.764380
iter 320 value 255.177374
iter 330 value 254.811724
iter 340 value 254.418490
iter 350 value 253.869982
iter 360 value 253.708901
iter 370 value 253.509095
iter 380 value 253.245379
iter 390 value 253.087923
iter 400 value 252.994363
iter 410 value 252.875754
iter 420 value 252.250922
iter 430 value 251.807565
iter 440 value 251.736613
iter 450 value 251.729905
iter 460 value 251.729237
iter 460 value 251.729236
iter 460 value 251.729236
final  value 251.729236 
converged
# weights:  174
initial  value 41067.387868 
iter  10 value 7737.724540
iter  20 value 2122.356037
iter  30 value 1187.244796
iter  40 value 831.324872
iter  50 value 616.416369
iter  60 value 531.256851
iter  70 value 478.357476
iter  80 value 436.986062
iter  90 value 394.327664
iter 100 value 347.813641
iter 110 value 321.106848
iter 120 value 309.140774
iter 130 value 301.636475
iter 140 value 294.238280
iter 150 value 287.499790
iter 160 value 282.458495
iter 170 value 280.805564
iter 180 value 279.834885
iter 190 value 278.744116
iter 200 value 277.094024
iter 210 value 274.261304
iter 220 value 272.315974
iter 230 value 270.070717
iter 240 value 268.693598
iter 250 value 267.603709
iter 260 value 267.410882
iter 270 value 267.283872
iter 280 value 266.466453
iter 290 value 263.982376
iter 300 value 261.565793
iter 310 value 258.733739
iter 320 value 256.218203
iter 330 value 252.933367
iter 340 value 249.039234
iter 350 value 247.463805
iter 360 value 247.047601
iter 370 value 246.693734
iter 380 value 246.159833
iter 390 value 245.902241
iter 400 value 245.799739
iter 410 value 245.786570
iter 420 value 245.783916
iter 430 value 245.783665
final  value 245.783661 
converged
# weights:  106
initial  value 40390.812419 
iter  10 value 12942.474067
iter  20 value 4019.640671
iter  30 value 1943.907067
iter  40 value 1304.399877
iter  50 value 904.631359
iter  60 value 695.840792
iter  70 value 575.926458
iter  80 value 529.058832
iter  90 value 489.724619
iter 100 value 440.261601
iter 110 value 387.071436
iter 120 value 371.763154
iter 130 value 360.016155
iter 140 value 348.346363
iter 150 value 345.719366
iter 160 value 341.265320
iter 170 value 338.200179
iter 180 value 333.313178
iter 190 value 325.608123
iter 200 value 317.026818
iter 210 value 315.168242
iter 220 value 313.899179
iter 230 value 312.734234
iter 240 value 311.708101
iter 250 value 310.944778
iter 260 value 310.760011
iter 270 value 310.743207
iter 280 value 310.741810
final  value 310.741803 
converged
# weights:  106
initial  value 42498.459246 
iter  10 value 5024.415038
iter  20 value 1151.602762
iter  30 value 820.377020
iter  40 value 578.320885
iter  50 value 442.009439
iter  60 value 374.566433
iter  70 value 346.929731
iter  80 value 334.946344
iter  90 value 328.123045
iter 100 value 324.573662
iter 110 value 319.794544
iter 120 value 318.029941
iter 130 value 316.404476
iter 140 value 315.272610
iter 150 value 312.430232
iter 160 value 310.625547
iter 170 value 309.963997
iter 180 value 309.547467
iter 190 value 309.319022
iter 200 value 309.195901
iter 210 value 308.977320
iter 220 value 308.604368
iter 230 value 308.577664
iter 240 value 308.544835
iter 250 value 308.519122
iter 260 value 308.513047
iter 270 value 308.511676
final  value 308.511556 
converged
# weights:  174
initial  value 42967.395434 
iter  10 value 4976.036504
iter  20 value 1013.568227
iter  30 value 648.148989
iter  40 value 518.812880
iter  50 value 435.134867
iter  60 value 392.155674
iter  70 value 376.820694
iter  80 value 365.314137
iter  90 value 353.055494
iter 100 value 334.234421
iter 110 value 316.400554
iter 120 value 305.014702
iter 130 value 298.411430
iter 140 value 295.753257
iter 150 value 294.056580
iter 160 value 292.136003
iter 170 value 290.296936
iter 180 value 288.133474
iter 190 value 286.669804
iter 200 value 285.655905
iter 210 value 280.077578
iter 220 value 274.818105
iter 230 value 271.999169
iter 240 value 270.772845
iter 250 value 270.035688
iter 260 value 269.489812
iter 270 value 269.080080
iter 280 value 268.866959
iter 290 value 268.480789
iter 300 value 268.243393
iter 310 value 267.923157
iter 320 value 267.704087
iter 330 value 267.572610
iter 340 value 267.484790
iter 350 value 267.470742
iter 360 value 267.464525
iter 370 value 267.455038
iter 380 value 267.438341
iter 390 value 267.430711
iter 400 value 267.427005
iter 410 value 267.426339
iter 420 value 267.426031
final  value 267.426002 
converged
# weights:  174
initial  value 49668.703818 
iter  10 value 13405.574905
iter  20 value 4204.788449
iter  30 value 2462.312091
iter  40 value 1494.978068
iter  50 value 1181.926001
iter  60 value 925.912511
iter  70 value 797.499280
iter  80 value 713.110360
iter  90 value 602.698015
iter 100 value 543.511301
iter 110 value 497.534771
iter 120 value 452.333246
iter 130 value 427.212799
iter 140 value 402.532203
iter 150 value 378.122593
iter 160 value 363.852326
iter 170 value 354.011853
iter 180 value 345.710859
iter 190 value 337.802465
iter 200 value 327.555068
iter 210 value 317.433511
iter 220 value 310.168751
iter 230 value 302.909237
iter 240 value 293.697724
iter 250 value 286.730785
iter 260 value 282.311952
iter 270 value 278.230639
iter 280 value 274.208230
iter 290 value 270.419151
iter 300 value 267.443383
iter 310 value 264.944069
iter 320 value 263.142108
iter 330 value 261.380573
iter 340 value 260.187444
iter 350 value 259.290279
iter 360 value 258.299151
iter 370 value 256.683220
iter 380 value 254.878555
iter 390 value 253.022239
iter 400 value 251.852825
iter 410 value 251.263081
iter 420 value 251.002065
iter 430 value 250.966522
iter 440 value 250.965841
final  value 250.965813 
converged
# weights:  174
initial  value 42328.011883 
iter  10 value 7158.890351
iter  20 value 2227.893643
iter  30 value 1010.454716
iter  40 value 611.352214
iter  50 value 518.555150
iter  60 value 442.495808
iter  70 value 404.828833
iter  80 value 369.490303
iter  90 value 339.732705
iter 100 value 315.532780
iter 110 value 302.555090
iter 120 value 291.092695
iter 130 value 284.833399
iter 140 value 281.612376
iter 150 value 277.935823
iter 160 value 273.192157
iter 170 value 268.376427
iter 180 value 266.056484
iter 190 value 264.226719
iter 200 value 263.201599
iter 210 value 262.507615
iter 220 value 261.994858
iter 230 value 261.710492
iter 240 value 261.181602
iter 250 value 259.953004
iter 260 value 258.796453
iter 270 value 257.988933
iter 280 value 257.437267
iter 290 value 256.861324
iter 300 value 256.433719
iter 310 value 256.234823
iter 320 value 256.123798
iter 330 value 256.028685
iter 340 value 255.968510
iter 350 value 255.921044
iter 360 value 255.901681
iter 370 value 255.862623
iter 380 value 255.815625
iter 390 value 255.778748
iter 400 value 255.758276
iter 410 value 255.753159
iter 420 value 255.751976
final  value 255.751858 
converged
# weights:  106
initial  value 40111.597988 
iter  10 value 14494.833843
iter  20 value 7638.532589
iter  30 value 4551.435548
iter  40 value 3078.313010
iter  50 value 2005.515652
iter  60 value 1114.662603
iter  70 value 725.085160
iter  80 value 521.597795
iter  90 value 440.085516
iter 100 value 404.998936
iter 110 value 391.182796
iter 120 value 377.770247
iter 130 value 362.404910
iter 140 value 346.940371
iter 150 value 342.978864
iter 160 value 340.445299
iter 170 value 337.515062
iter 180 value 334.572356
iter 190 value 330.454610
iter 200 value 328.106424
iter 210 value 324.645855
iter 220 value 319.267935
iter 230 value 316.954550
iter 240 value 313.281775
iter 250 value 310.552687
iter 260 value 309.659393
iter 270 value 309.558269
iter 280 value 309.550990
final  value 309.550867 
converged
# weights:  174
initial  value 45094.639014 
iter  10 value 6235.109212
iter  20 value 1625.796622
iter  30 value 794.991726
iter  40 value 553.995327
iter  50 value 452.603337
iter  60 value 372.170346
iter  70 value 337.013198
iter  80 value 323.039626
iter  90 value 315.022644
iter 100 value 308.481911
iter 110 value 304.902937
iter 120 value 300.898580
iter 130 value 294.377470
iter 140 value 289.872909
iter 150 value 288.174915
iter 160 value 286.707943
iter 170 value 284.808875
iter 180 value 282.484731
iter 190 value 280.990662
iter 200 value 279.651405
iter 210 value 277.381085
iter 220 value 271.920185
iter 230 value 268.037364
iter 240 value 265.238981
iter 250 value 264.126515
iter 260 value 263.525621
iter 270 value 263.203732
iter 280 value 262.765048
iter 290 value 262.227292
iter 300 value 261.913683
iter 310 value 261.706000
iter 320 value 261.592080
iter 330 value 261.139794
iter 340 value 259.071064
iter 350 value 258.500867
iter 360 value 258.369821
iter 370 value 258.180150
iter 380 value 257.945781
iter 390 value 257.808535
iter 400 value 257.736469
iter 410 value 257.696347
iter 420 value 257.533084
iter 430 value 257.362885
iter 440 value 257.035694
iter 450 value 256.699972
iter 460 value 256.294890
iter 470 value 256.248697
iter 480 value 256.184893
iter 490 value 256.092067
iter 500 value 255.842309
iter 510 value 255.805731
iter 520 value 255.804694
final  value 255.804682 
converged
# weights:  174
initial  value 45568.675669 
iter  10 value 6298.244470
iter  20 value 1856.985047
iter  30 value 935.781035
iter  40 value 649.801144
iter  50 value 492.679430
iter  60 value 426.342927
iter  70 value 393.145984
iter  80 value 370.128093
iter  90 value 354.937478
iter 100 value 337.630551
iter 110 value 317.556630
iter 120 value 305.025032
iter 130 value 296.925135
iter 140 value 290.018955
iter 150 value 284.474057
iter 160 value 280.096047
iter 170 value 276.027569
iter 180 value 273.659244
iter 190 value 272.623568
iter 200 value 271.639038
iter 210 value 270.139502
iter 220 value 268.384764
iter 230 value 267.430083
iter 240 value 266.658688
iter 250 value 265.980267
iter 260 value 265.555776
iter 270 value 265.249853
iter 280 value 264.978249
iter 290 value 264.767451
iter 300 value 264.591345
iter 310 value 264.460929
iter 320 value 264.369797
iter 330 value 264.067629
iter 340 value 263.893283
iter 350 value 263.746150
iter 360 value 263.701901
iter 370 value 263.623742
iter 380 value 263.531005
iter 390 value 263.474795
iter 400 value 263.455726
iter 410 value 263.450360
iter 420 value 263.449416
final  value 263.449304 
converged
# weights:  174
initial  value 48222.837458 
iter  10 value 8977.434888
iter  20 value 2036.426476
iter  30 value 951.667688
iter  40 value 647.331781
iter  50 value 531.499829
iter  60 value 461.186531
iter  70 value 414.634983
iter  80 value 364.385867
iter  90 value 345.566381
iter 100 value 332.920232
iter 110 value 323.002120
iter 120 value 315.415276
iter 130 value 310.211389
iter 140 value 305.110955
iter 150 value 300.319904
iter 160 value 297.142370
iter 170 value 294.348355
iter 180 value 289.412926
iter 190 value 283.370700
iter 200 value 272.783096
iter 210 value 265.685840
iter 220 value 262.991360
iter 230 value 261.066764
iter 240 value 260.131174
iter 250 value 258.872755
iter 260 value 257.631581
iter 270 value 257.185236
iter 280 value 256.083591
iter 290 value 254.717840
iter 300 value 254.482268
iter 310 value 254.423488
iter 320 value 254.380666
iter 330 value 254.150861
iter 340 value 254.083975
iter 350 value 254.076113
iter 360 value 254.050343
iter 370 value 254.023389
iter 380 value 253.987854
iter 390 value 253.972875
iter 400 value 253.966751
iter 410 value 253.965731
iter 420 value 253.965487
final  value 253.965459 
converged
# weights:  106
initial  value 45101.529881 
iter  10 value 7115.604865
iter  20 value 2286.861626
iter  30 value 1299.806794
iter  40 value 878.245924
iter  50 value 620.277484
iter  60 value 453.423436
iter  70 value 382.568793
iter  80 value 355.140430
iter  90 value 337.865243
iter 100 value 331.076116
iter 110 value 326.286992
iter 120 value 324.142349
iter 130 value 320.417947
iter 140 value 316.258144
iter 150 value 310.721100
iter 160 value 307.940288
iter 170 value 305.670730
iter 180 value 303.836465
iter 190 value 303.377655
iter 200 value 302.560234
iter 210 value 301.361298
iter 220 value 300.904114
iter 230 value 300.627241
iter 240 value 300.319245
iter 250 value 300.178738
iter 260 value 300.139922
iter 270 value 300.133386
final  value 300.132972 
converged
# weights:  174
initial  value 41107.397481 
iter  10 value 6482.291388
iter  20 value 2109.931300
iter  30 value 1042.199281
iter  40 value 691.501145
iter  50 value 533.404037
iter  60 value 435.418913
iter  70 value 384.863476
iter  80 value 353.807895
iter  90 value 321.074814
iter 100 value 308.496522
iter 110 value 299.814905
iter 120 value 294.461628
iter 130 value 289.597337
iter 140 value 285.816237
iter 150 value 281.470392
iter 160 value 273.586773
iter 170 value 270.096282
iter 180 value 267.945027
iter 190 value 265.949922
iter 200 value 264.788909
iter 210 value 263.889499
iter 220 value 263.175233
iter 230 value 262.417019
iter 240 value 261.894058
iter 250 value 261.482713
iter 260 value 260.913289
iter 270 value 260.036082
iter 280 value 259.585520
iter 290 value 259.277447
iter 300 value 259.137511
iter 310 value 259.095144
iter 320 value 259.061358
iter 330 value 259.033139
iter 340 value 258.998877
iter 350 value 258.926572
iter 360 value 258.798762
iter 370 value 258.361875
iter 380 value 257.540095
iter 390 value 256.291887
iter 400 value 255.677762
iter 410 value 255.388311
iter 420 value 255.287283
iter 430 value 255.265431
iter 440 value 255.262905
iter 450 value 255.261118
iter 460 value 255.259166
iter 470 value 255.246323
iter 480 value 255.209510
iter 490 value 255.152203
iter 500 value 255.140263
iter 510 value 255.138003
iter 520 value 255.137647
final  value 255.137628 
converged
# weights:  106
initial  value 43577.991992 
iter  10 value 11138.598523
iter  20 value 3596.569650
iter  30 value 2568.838173
iter  40 value 1693.204983
iter  50 value 1053.564242
iter  60 value 893.744275
iter  70 value 759.739063
iter  80 value 631.829712
iter  90 value 575.824939
iter 100 value 536.378747
iter 110 value 508.895923
iter 120 value 475.366838
iter 130 value 442.304962
iter 140 value 403.019670
iter 150 value 389.706581
iter 160 value 378.581585
iter 170 value 372.790261
iter 180 value 368.964887
iter 190 value 365.203156
iter 200 value 363.449231
iter 210 value 361.753077
iter 220 value 361.212599
iter 230 value 360.420609
iter 240 value 359.944053
iter 250 value 359.526570
iter 260 value 359.311896
iter 270 value 359.284298
iter 280 value 359.280470
final  value 359.280305 
converged
# weights:  174
initial  value 43047.697669 
iter  10 value 8104.120077
iter  20 value 1627.910791
iter  30 value 915.607427
iter  40 value 639.777332
iter  50 value 548.635501
iter  60 value 480.698279
iter  70 value 444.671853
iter  80 value 399.849553
iter  90 value 350.816996
iter 100 value 322.158370
iter 110 value 305.428673
iter 120 value 294.308328
iter 130 value 288.232006
iter 140 value 279.671135
iter 150 value 272.461478
iter 160 value 266.144628
iter 170 value 262.703260
iter 180 value 260.879745
iter 190 value 260.043168
iter 200 value 258.460488
iter 210 value 255.833061
iter 220 value 254.168219
iter 230 value 253.082334
iter 240 value 252.788286
iter 250 value 252.667700
iter 260 value 252.623619
iter 270 value 252.544863
iter 280 value 252.281388
iter 290 value 252.067767
iter 300 value 251.663378
iter 310 value 251.374994
iter 320 value 250.943908
iter 330 value 250.737399
iter 340 value 250.659230
iter 350 value 250.647601
iter 360 value 250.621978
iter 370 value 250.541025
iter 380 value 250.444275
iter 390 value 250.387999
iter 400 value 250.355574
iter 410 value 250.334326
iter 420 value 250.187588
iter 430 value 250.061951
iter 440 value 250.055031
final  value 250.054870 
converged
# weights:  174
initial  value 42910.456503 
iter  10 value 6595.695800
iter  20 value 1704.870085
iter  30 value 999.943916
iter  40 value 673.795010
iter  50 value 558.911168
iter  60 value 453.043779
iter  70 value 388.100927
iter  80 value 352.773794
iter  90 value 336.153650
iter 100 value 300.057277
iter 110 value 289.042082
iter 120 value 283.827809
iter 130 value 279.839089
iter 140 value 277.197238
iter 150 value 275.104325
iter 160 value 273.865788
iter 170 value 272.132593
iter 180 value 269.607129
iter 190 value 267.027728
iter 200 value 266.018025
iter 210 value 265.075606
iter 220 value 263.726902
iter 230 value 263.068972
iter 240 value 262.813343
iter 250 value 262.392552
iter 260 value 262.067007
iter 270 value 261.888398
iter 280 value 261.753082
iter 290 value 261.640946
iter 300 value 261.506671
iter 310 value 261.267153
iter 320 value 261.177129
iter 330 value 261.127872
iter 340 value 261.075956
iter 350 value 261.021202
iter 360 value 260.986008
iter 370 value 260.941084
iter 380 value 260.859712
iter 390 value 260.829904
iter 400 value 260.815823
iter 410 value 260.812643
iter 420 value 260.811658
final  value 260.811576 
converged
# weights:  174
initial  value 46574.357864 
iter  10 value 4550.155686
iter  20 value 1288.863477
iter  30 value 793.014882
iter  40 value 534.620171
iter  50 value 466.531550
iter  60 value 399.485196
iter  70 value 374.680120
iter  80 value 359.053085
iter  90 value 350.325930
iter 100 value 346.937749
iter 110 value 344.566027
iter 120 value 343.430383
iter 130 value 342.692343
iter 140 value 340.400048
iter 150 value 337.591398
iter 160 value 334.889988
iter 170 value 332.391427
iter 180 value 326.989799
iter 190 value 321.573570
iter 200 value 316.747154
iter 210 value 310.903708
iter 220 value 308.225456
iter 230 value 306.708368
iter 240 value 304.129392
iter 250 value 302.257218
iter 260 value 298.901805
iter 270 value 295.676720
iter 280 value 292.404555
iter 290 value 283.697479
iter 300 value 280.633032
iter 310 value 279.488741
iter 320 value 278.544292
iter 330 value 278.033384
iter 340 value 277.749847
iter 350 value 277.151713
iter 360 value 276.766015
iter 370 value 276.288302
iter 380 value 275.188150
iter 390 value 274.647022
iter 400 value 274.385663
iter 410 value 274.263977
iter 420 value 273.866942
iter 430 value 272.271220
iter 440 value 266.846838
iter 450 value 264.998035
iter 460 value 264.508882
iter 470 value 264.214377
iter 480 value 264.013878
iter 490 value 263.736439
iter 500 value 263.645390
iter 510 value 263.631834
iter 520 value 263.628974
final  value 263.628816 
converged
# weights:  174
initial  value 45699.538927 
iter  10 value 6474.373125
iter  20 value 1986.892374
iter  30 value 1125.745880
iter  40 value 866.338204
iter  50 value 647.446655
iter  60 value 526.164218
iter  70 value 456.951058
iter  80 value 432.472135
iter  90 value 413.332618
iter 100 value 393.785583
iter 110 value 375.609896
iter 120 value 362.491395
iter 130 value 356.739296
iter 140 value 348.823238
iter 150 value 340.878002
iter 160 value 329.393933
iter 170 value 319.564219
iter 180 value 314.918569
iter 190 value 310.284685
iter 200 value 306.353025
iter 210 value 303.494926
iter 220 value 301.434808
iter 230 value 298.524938
iter 240 value 296.423990
iter 250 value 295.512544
iter 260 value 293.480805
iter 270 value 290.993997
iter 280 value 287.600886
iter 290 value 284.702597
iter 300 value 282.122874
iter 310 value 280.953615
iter 320 value 280.555941
iter 330 value 280.290194
iter 340 value 279.955235
iter 350 value 279.751934
iter 360 value 279.578812
iter 370 value 278.993033
iter 380 value 278.115996
iter 390 value 277.352123
iter 400 value 276.754796
iter 410 value 276.337421
iter 420 value 275.706958
iter 430 value 275.068600
iter 440 value 274.571310
iter 450 value 273.998758
iter 460 value 273.894348
iter 470 value 273.883027
iter 480 value 273.879158
iter 490 value 273.878723
final  value 273.878707 
converged
# weights:  174
initial  value 42592.305917 
iter  10 value 6761.781802
iter  20 value 1966.947938
iter  30 value 1106.003420
iter  40 value 722.143337
iter  50 value 571.872307
iter  60 value 478.114943
iter  70 value 424.122186
iter  80 value 401.920872
iter  90 value 386.127438
iter 100 value 368.540307
iter 110 value 353.345399
iter 120 value 340.253266
iter 130 value 332.390880
iter 140 value 328.224747
iter 150 value 324.248140
iter 160 value 320.974181
iter 170 value 318.611964
iter 180 value 315.125787
iter 190 value 311.158517
iter 200 value 303.854268
iter 210 value 298.645921
iter 220 value 293.588258
iter 230 value 290.319470
iter 240 value 287.476760
iter 250 value 283.689990
iter 260 value 281.265140
iter 270 value 279.827730
iter 280 value 277.591060
iter 290 value 276.460518
iter 300 value 275.588364
iter 310 value 274.612136
iter 320 value 274.073828
iter 330 value 273.804378
iter 340 value 273.529901
iter 350 value 273.188246
iter 360 value 272.890842
iter 370 value 272.450548
iter 380 value 271.965517
iter 390 value 271.609704
iter 400 value 271.343165
iter 410 value 271.265662
iter 420 value 271.144330
iter 430 value 270.842335
iter 440 value 270.776580
iter 450 value 270.775672
iter 450 value 270.775670
iter 450 value 270.775670
final  value 270.775670 
converged
# weights:  174
initial  value 42455.426435 
iter  10 value 5859.121227
iter  20 value 1543.624806
iter  30 value 739.219307
iter  40 value 573.864781
iter  50 value 446.164563
iter  60 value 387.480935
iter  70 value 347.498797
iter  80 value 332.617937
iter  90 value 320.443506
iter 100 value 309.081768
iter 110 value 294.416969
iter 120 value 288.225990
iter 130 value 284.640058
iter 140 value 281.662579
iter 150 value 278.622196
iter 160 value 276.923212
iter 170 value 274.924396
iter 180 value 272.567574
iter 190 value 271.567943
iter 200 value 270.675334
iter 210 value 269.633682
iter 220 value 268.788303
iter 230 value 267.608583
iter 240 value 267.222210
iter 250 value 267.061813
iter 260 value 266.952961
iter 270 value 266.730423
iter 280 value 266.536104
iter 290 value 266.467474
iter 300 value 266.426559
iter 310 value 266.396241
iter 320 value 266.349217
iter 330 value 266.287122
iter 340 value 266.252972
iter 350 value 266.240566
iter 360 value 266.233872
iter 370 value 266.225571
iter 380 value 266.209429
iter 390 value 266.202984
iter 400 value 266.198076
iter 410 value 266.196966
final  value 266.196740 
converged
# weights:  174
initial  value 40798.174155 
iter  10 value 5439.398514
iter  20 value 1555.717704
iter  30 value 965.030202
iter  40 value 673.177178
iter  50 value 526.780441
iter  60 value 440.091108
iter  70 value 406.152502
iter  80 value 362.663278
iter  90 value 335.086860
iter 100 value 319.692626
iter 110 value 311.511196
iter 120 value 307.581719
iter 130 value 303.981602
iter 140 value 300.037329
iter 150 value 295.452338
iter 160 value 291.871918
iter 170 value 288.873533
iter 180 value 287.382653
iter 190 value 284.892820
iter 200 value 283.194668
iter 210 value 281.373127
iter 220 value 280.045150
iter 230 value 279.414118
iter 240 value 278.913372
iter 250 value 277.464030
iter 260 value 276.712104
iter 270 value 276.138451
iter 280 value 276.001833
iter 290 value 275.928863
iter 300 value 275.884332
iter 310 value 275.828117
iter 320 value 275.466422
iter 330 value 275.063473
iter 340 value 274.822467
iter 350 value 274.710826
iter 360 value 274.694647
iter 370 value 274.673856
iter 380 value 274.635697
iter 390 value 274.620568
iter 400 value 274.612212
iter 410 value 274.610319
final  value 274.610216 
converged
# weights:  106
initial  value 42964.324727 
iter  10 value 10926.033378
iter  20 value 4982.467022
iter  30 value 3463.974201
iter  40 value 2791.686518
iter  50 value 2302.760256
iter  60 value 1752.444031
iter  70 value 1229.981591
iter  80 value 917.920627
iter  90 value 717.371599
iter 100 value 643.494634
iter 110 value 571.226759
iter 120 value 500.113667
iter 130 value 465.334805
iter 140 value 447.045105
iter 150 value 437.845133
iter 160 value 423.203593
iter 170 value 413.945596
iter 180 value 405.612332
iter 190 value 397.675732
iter 200 value 391.900127
iter 210 value 385.894164
iter 220 value 383.109830
iter 230 value 379.341895
iter 240 value 375.880582
iter 250 value 373.326335
iter 260 value 371.064976
iter 270 value 370.377402
iter 280 value 370.285138
iter 290 value 370.272637
final  value 370.272551 
converged
# weights:  106
initial  value 39343.149245 
iter  10 value 8426.095695
iter  20 value 3582.107472
iter  30 value 2451.720143
iter  40 value 1603.863854
iter  50 value 1037.362194
iter  60 value 751.159071
iter  70 value 620.439244
iter  80 value 549.899636
iter  90 value 498.726155
iter 100 value 457.756487
iter 110 value 418.934251
iter 120 value 401.707121
iter 130 value 381.911650
iter 140 value 375.621374
iter 150 value 372.103230
iter 160 value 369.126753
iter 170 value 365.184077
iter 180 value 361.488562
iter 190 value 358.599271
iter 200 value 355.340876
iter 210 value 354.221192
iter 220 value 353.847092
iter 230 value 353.294831
iter 240 value 352.986369
iter 250 value 352.661842
iter 260 value 352.498808
iter 270 value 352.466664
iter 280 value 352.464527
final  value 352.464352 
converged
# weights:  174
initial  value 43514.067430 
iter  10 value 8366.547523
iter  20 value 2276.867098
iter  30 value 1179.818706
iter  40 value 913.659597
iter  50 value 696.328289
iter  60 value 597.691660
iter  70 value 542.893931
iter  80 value 468.302206
iter  90 value 413.956422
iter 100 value 377.928167
iter 110 value 358.915000
iter 120 value 345.637458
iter 130 value 330.357086
iter 140 value 312.760471
iter 150 value 305.253968
iter 160 value 303.078166
iter 170 value 300.917491
iter 180 value 300.032087
iter 190 value 298.345264
iter 200 value 295.565790
iter 210 value 291.709731
iter 220 value 287.331752
iter 230 value 284.023738
iter 240 value 282.790220
iter 250 value 281.395388
iter 260 value 280.086649
iter 270 value 278.244824
iter 280 value 276.727239
iter 290 value 275.210698
iter 300 value 274.139591
iter 310 value 273.086729
iter 320 value 272.575034
iter 330 value 272.377832
iter 340 value 271.990043
iter 350 value 271.886685
iter 360 value 271.854071
iter 370 value 271.789168
iter 380 value 271.690651
iter 390 value 271.629773
iter 400 value 271.590135
iter 410 value 271.580304
iter 420 value 271.574982
final  value 271.574603 
converged
# weights:  106
initial  value 47437.507910 
iter  10 value 6415.894440
iter  20 value 2324.186820
iter  30 value 1286.457766
iter  40 value 916.123688
iter  50 value 669.822176
iter  60 value 554.261475
iter  70 value 524.943525
iter  80 value 502.343889
iter  90 value 464.896187
iter 100 value 447.480387
iter 110 value 432.919779
iter 120 value 417.691820
iter 130 value 408.606330
iter 140 value 393.188303
iter 150 value 384.672350
iter 160 value 381.803151
iter 170 value 379.578865
iter 180 value 376.418176
iter 190 value 373.456618
iter 200 value 372.252782
iter 210 value 371.465087
iter 220 value 370.656028
iter 230 value 369.453218
iter 240 value 368.207213
iter 250 value 366.859539
iter 260 value 366.263875
iter 270 value 366.122178
iter 280 value 366.092122
final  value 366.090863 
converged
# weights:  106
initial  value 42316.841014 
iter  10 value 11208.434077
iter  20 value 4557.455591
iter  30 value 2569.336960
iter  40 value 1736.323977
iter  50 value 1262.699824
iter  60 value 1073.764776
iter  70 value 947.268763
iter  80 value 887.138558
iter  90 value 844.720809
iter 100 value 789.091693
iter 110 value 754.503376
iter 120 value 649.082428
iter 130 value 540.885179
iter 140 value 461.933858
iter 150 value 428.826777
iter 160 value 411.595792
iter 170 value 400.356733
iter 180 value 392.663493
iter 190 value 384.357733
iter 200 value 382.272212
iter 210 value 380.134561
iter 220 value 378.249560
iter 230 value 376.094450
iter 240 value 374.395601
iter 250 value 372.217506
iter 260 value 371.320794
iter 270 value 371.124214
iter 280 value 371.097250
final  value 371.096023 
converged
# weights:  174
initial  value 52264.991372 
iter  10 value 5505.695056
iter  20 value 1154.287456
iter  30 value 788.589132
iter  40 value 580.537903
iter  50 value 468.918369
iter  60 value 385.876342
iter  70 value 362.434848
iter  80 value 350.094179
iter  90 value 338.657409
iter 100 value 329.830993
iter 110 value 320.676471
iter 120 value 315.000309
iter 130 value 306.968531
iter 140 value 300.263898
iter 150 value 290.298226
iter 160 value 284.617219
iter 170 value 280.067915
iter 180 value 277.495062
iter 190 value 275.506049
iter 200 value 271.039973
iter 210 value 267.542294
iter 220 value 265.850916
iter 230 value 264.739222
iter 240 value 261.939043
iter 250 value 258.034687
iter 260 value 256.399180
iter 270 value 254.374972
iter 280 value 252.585546
iter 290 value 251.424964
iter 300 value 250.451090
iter 310 value 250.101217
iter 320 value 249.778335
iter 330 value 248.883218
iter 340 value 248.095834
iter 350 value 247.807946
iter 360 value 247.427916
iter 370 value 246.791424
iter 380 value 246.039228
iter 390 value 245.527097
iter 400 value 245.297041
iter 410 value 245.250177
iter 420 value 245.238012
iter 430 value 245.236113
final  value 245.236071 
converged
# weights:  174
initial  value 47801.116267 
iter  10 value 6583.862505
iter  20 value 1539.514732
iter  30 value 939.714452
iter  40 value 681.164527
iter  50 value 547.110228
iter  60 value 476.463030
iter  70 value 446.446597
iter  80 value 415.701078
iter  90 value 397.814196
iter 100 value 377.832764
iter 110 value 359.924909
iter 120 value 350.323535
iter 130 value 344.571683
iter 140 value 334.918301
iter 150 value 325.439502
iter 160 value 316.594171
iter 170 value 305.219277
iter 180 value 300.434269
iter 190 value 297.870431
iter 200 value 295.977360
iter 210 value 294.666462
iter 220 value 290.135432
iter 230 value 286.534912
iter 240 value 285.505153
iter 250 value 284.516159
iter 260 value 284.090021
iter 270 value 283.650503
iter 280 value 283.167914
iter 290 value 282.790784
iter 300 value 282.445188
iter 310 value 281.999015
iter 320 value 281.606706
iter 330 value 281.154849
iter 340 value 280.895758
iter 350 value 280.721151
iter 360 value 280.619104
iter 370 value 280.495291
iter 380 value 280.214113
iter 390 value 280.057445
iter 400 value 279.853137
iter 410 value 279.336064
iter 420 value 278.361814
iter 430 value 277.588977
iter 440 value 277.428927
iter 450 value 277.409796
iter 460 value 277.409274
final  value 277.409267 
converged
# weights:  174
initial  value 43929.914108 
iter  10 value 3931.818926
iter  20 value 1273.799226
iter  30 value 623.661558
iter  40 value 462.175012
iter  50 value 403.774699
iter  60 value 355.220277
iter  70 value 336.988246
iter  80 value 325.988249
iter  90 value 314.015974
iter 100 value 307.334470
iter 110 value 300.244868
iter 120 value 292.383858
iter 130 value 284.615502
iter 140 value 280.772878
iter 150 value 276.507151
iter 160 value 271.249459
iter 170 value 269.046849
iter 180 value 267.852441
iter 190 value 266.866286
iter 200 value 265.411476
iter 210 value 264.024919
iter 220 value 263.270938
iter 230 value 262.226620
iter 240 value 259.785786
iter 250 value 258.423018
iter 260 value 257.343396
iter 270 value 256.668887
iter 280 value 256.549040
iter 290 value 256.381181
iter 300 value 256.325209
iter 310 value 256.259942
iter 320 value 256.198572
iter 330 value 256.166943
iter 340 value 256.139240
iter 350 value 256.120945
iter 360 value 256.113311
iter 370 value 256.104462
iter 380 value 256.091712
iter 390 value 256.083379
iter 400 value 256.078880
iter 410 value 256.077141
iter 420 value 256.076568
final  value 256.076496 
converged
# weights:  174
initial  value 47865.329672 
iter  10 value 7921.020061
iter  20 value 2129.308403
iter  30 value 1047.334399
iter  40 value 702.443473
iter  50 value 515.233314
iter  60 value 443.899755
iter  70 value 404.043568
iter  80 value 382.531291
iter  90 value 365.452488
iter 100 value 349.164450
iter 110 value 336.007653
iter 120 value 321.557077
iter 130 value 312.652472
iter 140 value 304.858884
iter 150 value 302.075718
iter 160 value 297.659870
iter 170 value 290.596027
iter 180 value 286.309434
iter 190 value 283.592361
iter 200 value 281.686946
iter 210 value 280.560858
iter 220 value 280.127180
iter 230 value 279.644932
iter 240 value 278.788448
iter 250 value 278.356297
iter 260 value 277.776915
iter 270 value 277.174730
iter 280 value 276.681709
iter 290 value 276.544677
iter 300 value 276.498105
iter 310 value 276.466305
iter 320 value 276.247250
iter 330 value 275.991742
iter 340 value 272.964585
iter 350 value 268.489850
iter 360 value 266.662917
iter 370 value 264.144257
iter 380 value 260.250875
iter 390 value 258.362691
iter 400 value 257.346224
iter 410 value 256.698253
iter 420 value 256.565420
iter 430 value 256.554529
iter 440 value 256.550551
iter 450 value 256.509223
iter 460 value 256.484472
final  value 256.484193 
converged
# weights:  174
initial  value 46473.052654 
iter  10 value 8696.753890
iter  20 value 1528.063661
iter  30 value 917.803884
iter  40 value 643.982907
iter  50 value 512.459625
iter  60 value 463.145125
iter  70 value 420.499053
iter  80 value 379.696587
iter  90 value 324.920811
iter 100 value 293.248691
iter 110 value 282.026871
iter 120 value 277.721906
iter 130 value 275.907369
iter 140 value 273.260534
iter 150 value 271.330835
iter 160 value 269.852737
iter 170 value 268.631788
iter 180 value 267.733099
iter 190 value 266.594345
iter 200 value 264.884998
iter 210 value 264.240182
iter 220 value 263.835890
iter 230 value 262.773790
iter 240 value 262.109538
iter 250 value 261.764246
iter 260 value 261.356830
iter 270 value 261.151493
iter 280 value 260.912458
iter 290 value 260.793197
iter 300 value 260.396886
iter 310 value 260.247718
iter 320 value 258.800508
iter 330 value 255.744680
iter 340 value 254.678439
iter 350 value 254.162867
iter 360 value 254.051480
iter 370 value 253.820718
iter 380 value 253.515663
iter 390 value 253.298929
iter 400 value 253.189568
iter 410 value 253.147454
iter 420 value 253.137167
iter 430 value 253.136326
final  value 253.136307 
converged
# weights:  174
initial  value 42642.208948 
iter  10 value 8700.727330
iter  20 value 1646.363069
iter  30 value 852.574562
iter  40 value 572.026170
iter  50 value 463.663974
iter  60 value 417.689521
iter  70 value 392.091786
iter  80 value 365.232355
iter  90 value 335.535548
iter 100 value 321.720861
iter 110 value 311.894037
iter 120 value 305.494591
iter 130 value 301.530473
iter 140 value 297.243722
iter 150 value 295.342018
iter 160 value 291.424282
iter 170 value 288.808499
iter 180 value 287.112093
iter 190 value 284.976556
iter 200 value 283.158084
iter 210 value 279.704759
iter 220 value 275.623144
iter 230 value 267.161120
iter 240 value 262.745150
iter 250 value 261.217391
iter 260 value 260.198266
iter 270 value 259.246150
iter 280 value 258.312556
iter 290 value 257.765921
iter 300 value 257.476711
iter 310 value 257.394780
iter 320 value 257.001940
iter 330 value 256.491309
iter 340 value 256.198885
iter 350 value 255.988362
iter 360 value 255.887710
iter 370 value 255.756558
iter 380 value 255.573061
iter 390 value 255.431744
iter 400 value 255.342382
iter 410 value 255.317626
iter 420 value 255.278973
iter 430 value 255.073076
iter 440 value 254.979898
iter 450 value 254.805795
iter 460 value 254.533212
iter 470 value 254.505230
iter 480 value 254.502777
iter 490 value 254.500059
iter 500 value 254.471604
iter 510 value 254.425005
iter 520 value 254.327030
iter 530 value 254.113605
iter 540 value 253.847925
iter 550 value 253.755439
iter 560 value 253.727905
iter 570 value 253.724022
iter 580 value 253.723677
final  value 253.723620 
converged
# weights:  174
initial  value 42295.519292 
iter  10 value 7637.584826
iter  20 value 2098.844995
iter  30 value 909.579041
iter  40 value 617.745720
iter  50 value 509.593309
iter  60 value 434.904974
iter  70 value 403.134551
iter  80 value 374.993428
iter  90 value 344.305970
iter 100 value 328.856704
iter 110 value 318.443598
iter 120 value 305.371112
iter 130 value 296.842836
iter 140 value 291.025026
iter 150 value 285.784858
iter 160 value 283.172684
iter 170 value 280.813536
iter 180 value 278.692865
iter 190 value 276.626921
iter 200 value 275.186241
iter 210 value 274.345474
iter 220 value 272.697001
iter 230 value 270.777397
iter 240 value 267.773894
iter 250 value 266.266911
iter 260 value 265.096622
iter 270 value 263.694888
iter 280 value 262.823370
iter 290 value 261.538782
iter 300 value 258.818011
iter 310 value 257.850288
iter 320 value 257.660719
iter 330 value 257.477909
iter 340 value 257.283487
iter 350 value 257.004460
iter 360 value 256.863070
iter 370 value 256.512379
iter 380 value 256.037197
iter 390 value 255.675254
iter 400 value 255.459174
iter 410 value 255.352935
iter 420 value 255.301586
iter 430 value 255.285569
iter 440 value 255.284799
final  value 255.284767 
converged
# weights:  174
initial  value 44608.933722 
iter  10 value 8112.685481
iter  20 value 2764.289479
iter  30 value 1084.139772
iter  40 value 829.281662
iter  50 value 653.877168
iter  60 value 558.554550
iter  70 value 498.741063
iter  80 value 453.233837
iter  90 value 427.083106
iter 100 value 401.390397
iter 110 value 365.702664
iter 120 value 351.131059
iter 130 value 345.213392
iter 140 value 340.915657
iter 150 value 331.530116
iter 160 value 326.703221
iter 170 value 320.134371
iter 180 value 312.208936
iter 190 value 306.390944
iter 200 value 298.741479
iter 210 value 293.178985
iter 220 value 288.817748
iter 230 value 286.946055
iter 240 value 285.472699
iter 250 value 283.558222
iter 260 value 282.478521
iter 270 value 281.250099
iter 280 value 280.602276
iter 290 value 280.181270
iter 300 value 279.915069
iter 310 value 279.669913
iter 320 value 279.249201
iter 330 value 278.068665
iter 340 value 277.383034
iter 350 value 276.972596
iter 360 value 276.797875
iter 370 value 276.472310
iter 380 value 276.053418
iter 390 value 275.846684
iter 400 value 275.523207
iter 410 value 274.970303
iter 420 value 274.706782
iter 430 value 274.656356
iter 440 value 274.654496
final  value 274.654476 
converged
# weights:  174
initial  value 44589.732104 
iter  10 value 4871.474920
iter  20 value 1382.472301
iter  30 value 722.923995
iter  40 value 543.172692
iter  50 value 463.422883
iter  60 value 414.570192
iter  70 value 394.178714
iter  80 value 373.428978
iter  90 value 349.751175
iter 100 value 339.184540
iter 110 value 327.135273
iter 120 value 318.767847
iter 130 value 307.857835
iter 140 value 303.740961
iter 150 value 299.319404
iter 160 value 295.465406
iter 170 value 293.611742
iter 180 value 291.598397
iter 190 value 290.090498
iter 200 value 288.891148
iter 210 value 287.973193
iter 220 value 287.321664
iter 230 value 286.619610
iter 240 value 285.359316
iter 250 value 284.827056
iter 260 value 284.438949
iter 270 value 284.174022
iter 280 value 283.872266
iter 290 value 283.720803
iter 300 value 283.543470
iter 310 value 283.467981
iter 320 value 283.418655
iter 330 value 283.415069
iter 340 value 283.409393
iter 350 value 283.403719
iter 360 value 283.398810
iter 370 value 283.390003
iter 380 value 283.380530
iter 390 value 283.374515
iter 400 value 283.369830
iter 410 value 283.367552
iter 420 value 283.340355
iter 430 value 283.325528
iter 440 value 283.221998
iter 450 value 282.853104
iter 460 value 282.226130
iter 470 value 282.002267
iter 480 value 281.905786
iter 490 value 281.862943
iter 500 value 281.849113
iter 510 value 281.846247
final  value 281.846229 
converged
# weights:  174
initial  value 41235.354756 
iter  10 value 6919.740939
iter  20 value 2550.783757
iter  30 value 1183.718110
iter  40 value 742.825466
iter  50 value 595.495002
iter  60 value 478.165120
iter  70 value 414.539915
iter  80 value 378.093437
iter  90 value 328.542880
iter 100 value 310.157025
iter 110 value 300.032548
iter 120 value 291.968575
iter 130 value 288.370302
iter 140 value 285.381162
iter 150 value 281.704319
iter 160 value 278.892456
iter 170 value 277.596097
iter 180 value 276.631938
iter 190 value 275.348495
iter 200 value 273.830258
iter 210 value 272.652117
iter 220 value 271.211647
iter 230 value 269.325063
iter 240 value 268.307826
iter 250 value 267.046121
iter 260 value 266.269494
iter 270 value 265.831499
iter 280 value 265.398548
iter 290 value 264.960519
iter 300 value 264.731034
iter 310 value 264.364300
iter 320 value 264.188141
iter 330 value 263.939640
iter 340 value 263.446351
iter 350 value 263.221507
iter 360 value 263.119574
iter 370 value 263.025405
iter 380 value 262.911173
iter 390 value 262.842077
iter 400 value 262.810650
iter 410 value 262.803350
iter 420 value 262.800651
iter 430 value 262.800018
iter 440 value 262.769142
iter 450 value 261.465337
iter 460 value 259.353607
iter 470 value 258.755559
iter 480 value 258.716250
iter 490 value 258.713129
iter 500 value 258.712929
final  value 258.712923 
converged
# weights:  174
initial  value 49535.221368 
iter  10 value 7024.791333
iter  20 value 2847.098085
iter  30 value 1574.425715
iter  40 value 1032.359652
iter  50 value 782.510605
iter  60 value 653.395692
iter  70 value 565.307345
iter  80 value 475.379432
iter  90 value 420.530503
iter 100 value 377.258511
iter 110 value 333.861577
iter 120 value 308.834036
iter 130 value 296.583095
iter 140 value 290.574897
iter 150 value 285.585725
iter 160 value 282.092585
iter 170 value 279.003922
iter 180 value 275.194462
iter 190 value 273.288273
iter 200 value 271.204047
iter 210 value 268.664192
iter 220 value 266.288340
iter 230 value 264.759525
iter 240 value 263.603266
iter 250 value 262.169438
iter 260 value 261.041982
iter 270 value 260.347138
iter 280 value 259.302378
iter 290 value 258.463030
iter 300 value 257.859864
iter 310 value 256.993290
iter 320 value 256.357782
iter 330 value 255.804757
iter 340 value 255.396531
iter 350 value 255.010214
iter 360 value 254.813843
iter 370 value 254.507583
iter 380 value 253.988594
iter 390 value 253.692164
iter 400 value 253.233098
iter 410 value 251.205707
iter 420 value 248.103214
iter 430 value 247.220901
iter 440 value 247.087912
iter 450 value 247.072686
iter 460 value 247.051038
iter 470 value 247.042136
final  value 247.042074 
converged
# weights:  106
initial  value 40029.993486 
iter  10 value 11885.593519
iter  20 value 6550.966378
iter  30 value 4856.839487
iter  40 value 2939.493457
iter  50 value 1851.179607
iter  60 value 1275.349092
iter  70 value 986.919648
iter  80 value 796.318316
iter  90 value 652.082659
iter 100 value 554.125497
iter 110 value 519.813583
iter 120 value 500.280207
iter 130 value 466.109346
iter 140 value 450.084970
iter 150 value 438.538591
iter 160 value 424.178870
iter 170 value 403.891602
iter 180 value 388.227434
iter 190 value 378.891162
iter 200 value 371.042091
iter 210 value 367.425964
iter 220 value 365.625490
iter 230 value 363.206131
iter 240 value 361.085537
iter 250 value 360.026210
iter 260 value 359.641661
iter 270 value 359.590340
iter 280 value 359.584941
final  value 359.584820 
converged
# weights:  174
initial  value 51755.118950 
iter  10 value 4807.687945
iter  20 value 1318.692173
iter  30 value 773.736931
iter  40 value 587.952572
iter  50 value 483.806981
iter  60 value 405.127318
iter  70 value 358.133910
iter  80 value 333.510399
iter  90 value 316.040309
iter 100 value 303.967620
iter 110 value 294.247554
iter 120 value 290.844558
iter 130 value 287.981559
iter 140 value 285.829148
iter 150 value 282.518430
iter 160 value 279.900776
iter 170 value 277.055113
iter 180 value 271.957729
iter 190 value 269.250010
iter 200 value 267.846089
iter 210 value 267.054825
iter 220 value 265.951125
iter 230 value 265.599592
iter 240 value 265.194996
iter 250 value 264.625178
iter 260 value 264.085408
iter 270 value 263.932607
iter 280 value 263.834721
iter 290 value 263.783244
iter 300 value 263.762983
iter 310 value 263.752823
iter 320 value 263.738286
iter 330 value 263.733942
iter 340 value 263.717323
iter 350 value 263.717137
iter 360 value 263.716294
iter 370 value 263.713803
iter 380 value 263.712003
iter 390 value 263.711076
iter 400 value 263.710719
final  value 263.710677 
converged
# weights:  106
initial  value 45687.993452 
iter  10 value 9087.590414
iter  20 value 2266.300792
iter  30 value 1582.725248
iter  40 value 1227.366764
iter  50 value 889.764172
iter  60 value 753.007070
iter  70 value 623.611486
iter  80 value 554.912592
iter  90 value 513.325772
iter 100 value 496.846802
iter 110 value 485.331550
iter 120 value 470.483581
iter 130 value 440.109220
iter 140 value 413.960606
iter 150 value 400.656978
iter 160 value 396.704658
iter 170 value 393.099026
iter 180 value 387.214184
iter 190 value 383.384844
iter 200 value 380.288205
iter 210 value 376.916169
iter 220 value 375.818241
iter 230 value 374.988392
iter 240 value 373.969978
iter 250 value 373.235360
iter 260 value 372.910973
iter 270 value 372.852638
iter 280 value 372.848861
final  value 372.848727 
converged
# weights:  106
initial  value 39056.752387 
iter  10 value 19889.652247
iter  20 value 12243.111223
iter  30 value 8042.914026
iter  40 value 5887.504619
iter  50 value 4723.917683
iter  60 value 3573.424844
iter  70 value 2569.509709
iter  80 value 1518.835186
iter  90 value 769.274535
iter 100 value 535.110066
iter 110 value 471.655591
iter 120 value 447.547702
iter 130 value 428.950662
iter 140 value 392.815631
iter 150 value 374.793294
iter 160 value 366.287482
iter 170 value 360.940365
iter 180 value 356.411166
iter 190 value 349.415745
iter 200 value 343.687975
iter 210 value 340.362812
iter 220 value 339.535722
iter 230 value 338.763263
iter 240 value 336.446675
iter 250 value 334.335413
iter 260 value 333.416400
iter 270 value 333.089349
iter 280 value 333.002729
iter 290 value 332.998393
final  value 332.998380 
converged
# weights:  174
initial  value 44744.316518 
iter  10 value 5988.813548
iter  20 value 1520.192436
iter  30 value 653.519400
iter  40 value 534.493928
iter  50 value 446.695998
iter  60 value 399.654564
iter  70 value 369.424335
iter  80 value 357.461671
iter  90 value 349.396733
iter 100 value 339.801493
iter 110 value 324.204895
iter 120 value 318.803003
iter 130 value 312.534967
iter 140 value 306.417322
iter 150 value 302.782214
iter 160 value 298.319242
iter 170 value 293.176343
iter 180 value 289.433292
iter 190 value 286.842705
iter 200 value 283.475594
iter 210 value 280.478785
iter 220 value 279.086987
iter 230 value 278.014025
iter 240 value 277.186286
iter 250 value 276.731395
iter 260 value 276.398320
iter 270 value 276.035953
iter 280 value 275.835459
iter 290 value 275.764516
iter 300 value 275.709964
iter 310 value 275.652483
iter 320 value 275.627019
iter 330 value 275.615293
iter 340 value 275.599480
iter 350 value 275.590167
iter 360 value 275.582913
iter 370 value 275.570249
iter 380 value 275.552511
iter 390 value 275.540740
iter 400 value 275.534017
iter 410 value 275.532218
iter 420 value 275.531850
final  value 275.531816 
converged
# weights:  174
initial  value 39702.417791 
iter  10 value 5446.504477
iter  20 value 1539.806918
iter  30 value 865.642381
iter  40 value 720.682661
iter  50 value 630.348209
iter  60 value 537.865196
iter  70 value 483.277684
iter  80 value 435.618110
iter  90 value 405.593095
iter 100 value 375.017802
iter 110 value 355.100897
iter 120 value 344.952335
iter 130 value 334.622651
iter 140 value 322.195809
iter 150 value 314.041596
iter 160 value 304.492783
iter 170 value 297.147959
iter 180 value 292.250490
iter 190 value 288.586649
iter 200 value 283.909792
iter 210 value 278.820551
iter 220 value 275.025240
iter 230 value 272.675150
iter 240 value 270.910961
iter 250 value 269.611394
iter 260 value 268.186943
iter 270 value 267.050414
iter 280 value 265.868477
iter 290 value 265.392277
iter 300 value 265.071355
iter 310 value 264.851363
iter 320 value 264.710716
iter 330 value 264.619376
iter 340 value 264.573909
iter 350 value 264.456597
iter 360 value 264.395670
iter 370 value 264.304736
iter 380 value 264.125868
iter 390 value 263.947928
iter 400 value 263.735839
iter 410 value 263.358018
iter 420 value 263.075641
iter 430 value 263.010716
iter 440 value 263.007771
final  value 263.007727 
converged
# weights:  174
initial  value 52241.312726 
iter  10 value 6044.016692
iter  20 value 2096.166917
iter  30 value 1225.499282
iter  40 value 861.559945
iter  50 value 682.843858
iter  60 value 581.177632
iter  70 value 526.007751
iter  80 value 491.298137
iter  90 value 464.570823
iter 100 value 439.556427
iter 110 value 425.470514
iter 120 value 412.820235
iter 130 value 402.084286
iter 140 value 387.980899
iter 150 value 366.689609
iter 160 value 356.234152
iter 170 value 343.549312
iter 180 value 334.383756
iter 190 value 326.265056
iter 200 value 322.957824
iter 210 value 320.112881
iter 220 value 312.814309
iter 230 value 306.157216
iter 240 value 300.487322
iter 250 value 296.494743
iter 260 value 293.822701
iter 270 value 290.973439
iter 280 value 288.252286
iter 290 value 285.986065
iter 300 value 283.890892
iter 310 value 282.545048
iter 320 value 280.380695
iter 330 value 279.219480
iter 340 value 277.767877
iter 350 value 276.543583
iter 360 value 275.957860
iter 370 value 275.132994
iter 380 value 273.677162
iter 390 value 272.970121
iter 400 value 272.495835
iter 410 value 272.357709
iter 420 value 272.306285
iter 430 value 272.287674
iter 440 value 272.286443
final  value 272.286382 
converged
# weights:  174
initial  value 42425.915248 
iter  10 value 7029.852820
iter  20 value 1613.880893
iter  30 value 707.160285
iter  40 value 545.132945
iter  50 value 469.374720
iter  60 value 421.788362
iter  70 value 396.166381
iter  80 value 380.501422
iter  90 value 362.835674
iter 100 value 341.897498
iter 110 value 326.211852
iter 120 value 314.150821
iter 130 value 306.308029
iter 140 value 298.904090
iter 150 value 293.318502
iter 160 value 287.993898
iter 170 value 283.190574
iter 180 value 281.131193
iter 190 value 280.122036
iter 200 value 278.526003
iter 210 value 277.183605
iter 220 value 275.897252
iter 230 value 274.852522
iter 240 value 273.666254
iter 250 value 272.083555
iter 260 value 270.899657
iter 270 value 270.141362
iter 280 value 268.912012
iter 290 value 266.148681
iter 300 value 264.623664
iter 310 value 264.111716
iter 320 value 263.631610
iter 330 value 262.582034
iter 340 value 262.127028
iter 350 value 261.813178
iter 360 value 261.747106
iter 370 value 261.534997
iter 380 value 261.279927
iter 390 value 261.188947
iter 400 value 261.118667
iter 410 value 261.107219
iter 420 value 261.103529
iter 430 value 261.102725
final  value 261.102704 
converged
# weights:  106
initial  value 41846.599010 
iter  10 value 14834.938363
iter  20 value 6588.004977
iter  30 value 4061.876190
iter  40 value 2735.372616
iter  50 value 1885.467541
iter  60 value 1357.694008
iter  70 value 1058.471055
iter  80 value 893.595150
iter  90 value 697.313021
iter 100 value 565.940972
iter 110 value 490.498374
iter 120 value 440.334423
iter 130 value 377.732563
iter 140 value 343.285057
iter 150 value 332.232672
iter 160 value 319.132524
iter 170 value 315.294288
iter 180 value 313.624295
iter 190 value 310.377132
iter 200 value 308.813452
iter 210 value 306.420681
iter 220 value 304.946835
iter 230 value 303.951786
iter 240 value 301.902651
iter 250 value 300.775784
iter 260 value 300.560417
iter 270 value 300.528804
iter 280 value 300.524877
final  value 300.524824 
converged
# weights:  174
initial  value 41040.536919 
iter  10 value 4472.011977
iter  20 value 1590.539207
iter  30 value 905.203287
iter  40 value 657.461654
iter  50 value 503.247033
iter  60 value 436.082594
iter  70 value 389.368190
iter  80 value 365.158729
iter  90 value 343.558009
iter 100 value 323.927298
iter 110 value 313.242192
iter 120 value 304.488884
iter 130 value 297.183057
iter 140 value 291.867927
iter 150 value 289.160523
iter 160 value 287.320292
iter 170 value 286.736938
iter 180 value 286.179492
iter 190 value 285.069424
iter 200 value 284.673638
iter 210 value 283.972878
iter 220 value 283.691210
iter 230 value 283.510547
iter 240 value 283.361460
iter 250 value 283.274141
iter 260 value 283.150632
iter 270 value 283.022976
iter 280 value 282.921447
iter 290 value 282.739700
iter 300 value 282.688902
iter 310 value 282.670953
iter 320 value 282.668135
iter 330 value 282.666413
iter 340 value 282.666083
iter 350 value 282.664863
iter 360 value 282.664309
iter 370 value 282.663816
iter 380 value 282.663291
final  value 282.663122 
converged
# weights:  174
initial  value 42993.368455 
iter  10 value 5707.268470
iter  20 value 1128.146172
iter  30 value 646.360703
iter  40 value 514.922220
iter  50 value 424.488907
iter  60 value 356.656940
iter  70 value 334.594195
iter  80 value 323.215248
iter  90 value 316.532156
iter 100 value 311.320567
iter 110 value 308.466291
iter 120 value 306.219240
iter 130 value 304.481394
iter 140 value 302.170822
iter 150 value 299.760326
iter 160 value 297.715971
iter 170 value 295.497204
iter 180 value 291.695221
iter 190 value 289.711855
iter 200 value 288.500649
iter 210 value 287.919547
iter 220 value 287.358543
iter 230 value 286.779109
iter 240 value 286.101012
iter 250 value 285.947713
iter 260 value 285.829247
iter 270 value 285.441763
iter 280 value 285.291914
iter 290 value 285.200752
iter 300 value 285.071767
iter 310 value 284.914185
iter 320 value 283.461724
iter 330 value 283.043603
iter 340 value 282.753926
iter 350 value 282.388236
iter 360 value 282.129647
iter 370 value 281.858200
iter 380 value 281.762277
iter 390 value 281.731232
iter 400 value 281.723213
iter 410 value 281.722472
final  value 281.722456 
converged
# weights:  174
initial  value 43144.867515 
iter  10 value 5713.107021
iter  20 value 949.892516
iter  30 value 713.916234
iter  40 value 508.104238
iter  50 value 424.667481
iter  60 value 366.674312
iter  70 value 348.592698
iter  80 value 331.488024
iter  90 value 314.860253
iter 100 value 303.003688
iter 110 value 295.784793
iter 120 value 292.128947
iter 130 value 290.254523
iter 140 value 288.601830
iter 150 value 286.808810
iter 160 value 285.433122
iter 170 value 282.501938
iter 180 value 278.873112
iter 190 value 278.008891
iter 200 value 276.673379
iter 210 value 275.647546
iter 220 value 273.024293
iter 230 value 271.295654
iter 240 value 270.810402
iter 250 value 270.312455
iter 260 value 268.380112
iter 270 value 267.966985
iter 280 value 267.763099
iter 290 value 267.602714
iter 300 value 267.493967
iter 310 value 267.419854
iter 320 value 267.350559
iter 330 value 266.970167
iter 340 value 265.451158
iter 350 value 264.579342
iter 360 value 264.221984
iter 370 value 263.861057
iter 380 value 263.081596
iter 390 value 262.563839
iter 400 value 262.094597
iter 410 value 261.558786
iter 420 value 260.879063
iter 430 value 260.407403
iter 440 value 259.499234
iter 450 value 259.096611
iter 460 value 259.020768
iter 470 value 259.011860
final  value 259.011449 
converged
# weights:  174
initial  value 42544.367489 
iter  10 value 4683.039994
iter  20 value 1441.203421
iter  30 value 672.636921
iter  40 value 468.276556
iter  50 value 415.936080
iter  60 value 376.802245
iter  70 value 343.170451
iter  80 value 324.267444
iter  90 value 309.841152
iter 100 value 298.641631
iter 110 value 292.200890
iter 120 value 284.199284
iter 130 value 279.614935
iter 140 value 277.962851
iter 150 value 276.343845
iter 160 value 274.088076
iter 170 value 272.296311
iter 180 value 271.393984
iter 190 value 270.143324
iter 200 value 269.251018
iter 210 value 268.093159
iter 220 value 267.133991
iter 230 value 266.468820
iter 240 value 265.799454
iter 250 value 265.474994
iter 260 value 265.093172
iter 270 value 264.837916
iter 280 value 264.703276
iter 290 value 264.401852
iter 300 value 263.826564
iter 310 value 262.171641
iter 320 value 260.850714
iter 330 value 259.971819
iter 340 value 259.170649
iter 350 value 258.266596
iter 360 value 258.060255
iter 370 value 257.782982
iter 380 value 257.373286
iter 390 value 257.154776
iter 400 value 257.049572
iter 410 value 257.022625
iter 420 value 257.015897
iter 430 value 257.014985
final  value 257.014946 
converged
# weights:  174
initial  value 42539.855186 
iter  10 value 4840.462424
iter  20 value 1205.770295
iter  30 value 707.735749
iter  40 value 536.211381
iter  50 value 415.385838
iter  60 value 352.275268
iter  70 value 329.195640
iter  80 value 320.713438
iter  90 value 313.316441
iter 100 value 306.472133
iter 110 value 303.368576
iter 120 value 300.704951
iter 130 value 294.834541
iter 140 value 288.643851
iter 150 value 284.089375
iter 160 value 281.852033
iter 170 value 280.640827
iter 180 value 279.053990
iter 190 value 276.510189
iter 200 value 273.084334
iter 210 value 270.032968
iter 220 value 268.197862
iter 230 value 267.507791
iter 240 value 267.030885
iter 250 value 266.524590
iter 260 value 265.869911
iter 270 value 265.115271
iter 280 value 264.702198
iter 290 value 264.339504
iter 300 value 264.031977
iter 310 value 263.684432
iter 320 value 263.372902
iter 330 value 263.054116
iter 340 value 262.925015
iter 350 value 262.803012
iter 360 value 262.696885
iter 370 value 262.529224
iter 380 value 262.338265
iter 390 value 262.209393
iter 400 value 262.147704
iter 410 value 262.088079
iter 420 value 261.877338
iter 430 value 261.794206
iter 440 value 261.787850
iter 450 value 261.787419
final  value 261.787414 
converged
# weights:  174
initial  value 39382.802189 
iter  10 value 5451.889599
iter  20 value 1663.863568
iter  30 value 899.647069
iter  40 value 708.326759
iter  50 value 578.579025
iter  60 value 514.185308
iter  70 value 447.153105
iter  80 value 402.783886
iter  90 value 376.569608
iter 100 value 357.066340
iter 110 value 337.939754
iter 120 value 326.010082
iter 130 value 317.501083
iter 140 value 312.379289
iter 150 value 306.606288
iter 160 value 299.388489
iter 170 value 293.511195
iter 180 value 290.006298
iter 190 value 287.665245
iter 200 value 282.473677
iter 210 value 271.174112
iter 220 value 267.122122
iter 230 value 264.091123
iter 240 value 262.029194
iter 250 value 258.977505
iter 260 value 257.393151
iter 270 value 256.402734
iter 280 value 255.055509
iter 290 value 254.025896
iter 300 value 253.128676
iter 310 value 252.453644
iter 320 value 252.221021
iter 330 value 252.069357
iter 340 value 251.952776
iter 350 value 251.875783
iter 360 value 251.831285
iter 370 value 251.766849
iter 380 value 251.700168
iter 390 value 251.674424
iter 400 value 251.664043
iter 410 value 251.662434
iter 420 value 251.662103
final  value 251.662067 
converged
# weights:  174
initial  value 40012.240631 
iter  10 value 5583.261447
iter  20 value 1433.332023
iter  30 value 891.043869
iter  40 value 635.520761
iter  50 value 503.723077
iter  60 value 421.187929
iter  70 value 384.084823
iter  80 value 359.909089
iter  90 value 347.254855
iter 100 value 340.849129
iter 110 value 335.707263
iter 120 value 331.054362
iter 130 value 327.441315
iter 140 value 321.348361
iter 150 value 316.078626
iter 160 value 311.192688
iter 170 value 307.212425
iter 180 value 298.956834
iter 190 value 290.438102
iter 200 value 284.985606
iter 210 value 281.783888
iter 220 value 279.862230
iter 230 value 278.292463
iter 240 value 276.966056
iter 250 value 276.155547
iter 260 value 275.437083
iter 270 value 274.724323
iter 280 value 273.519573
iter 290 value 272.254199
iter 300 value 271.791804
iter 310 value 271.310918
iter 320 value 271.012612
iter 330 value 270.902632
iter 340 value 270.831076
iter 350 value 270.779746
iter 360 value 270.730736
iter 370 value 270.656530
iter 380 value 270.551583
iter 390 value 270.490729
iter 400 value 270.462342
iter 410 value 270.452585
iter 420 value 270.450205
iter 430 value 270.449990
iter 430 value 270.449987
iter 430 value 270.449987
final  value 270.449987 
converged

# weights:  174
initial  value 41421.156906 
iter  10 value 4811.023020
iter  20 value 1419.665493
iter  30 value 933.982529
iter  40 value 678.106563
iter  50 value 507.442802
iter  60 value 416.035239
iter  70 value 358.063601
iter  80 value 317.833364
iter  90 value 293.905103
iter 100 value 278.447195
iter 110 value 267.289341
iter 120 value 259.470179
iter 130 value 255.653078
iter 140 value 251.269781
iter 150 value 246.933103
iter 160 value 241.918095
iter 170 value 238.871035
iter 180 value 237.483558
iter 190 value 236.518191
iter 200 value 235.906002
iter 210 value 235.446854
iter 220 value 235.012834
iter 230 value 234.745703
iter 240 value 234.575987
iter 250 value 234.368415
iter 260 value 234.085127
iter 270 value 233.920640
iter 280 value 233.826087
iter 290 value 233.779129
iter 300 value 233.741070
iter 310 value 233.659765
iter 320 value 233.606768
iter 330 value 233.578098
iter 340 value 233.557330
iter 350 value 233.517996
iter 360 value 233.500866
iter 370 value 233.458110
iter 380 value 233.420718
iter 390 value 233.397253
iter 400 value 233.388127
iter 410 value 233.386617
iter 420 value 233.386450
final  value 233.386446 
converged
# weights:  174
initial  value 46805.070313 
iter  10 value 11338.917500
iter  20 value 2408.675259
iter  30 value 1246.554721
iter  40 value 992.755579
iter  50 value 814.733358
iter  60 value 646.636349
iter  70 value 508.718779
iter  80 value 389.572181
iter  90 value 330.876628
iter 100 value 299.487117
iter 110 value 280.151511
iter 120 value 272.182007
iter 130 value 267.611210
iter 140 value 262.430220
iter 150 value 259.956956
iter 160 value 254.426893
iter 170 value 250.398167
iter 180 value 247.673257
iter 190 value 245.077271
iter 200 value 244.093036
iter 210 value 243.574931
iter 220 value 243.103027
iter 230 value 242.571266
iter 240 value 242.092263
iter 250 value 241.761425
iter 260 value 241.535631
iter 270 value 240.993289
iter 280 value 240.531574
iter 290 value 240.224470
iter 300 value 240.196399
iter 310 value 240.174314
iter 320 value 240.059456
iter 330 value 239.773726
iter 340 value 239.730781
iter 350 value 239.601791
iter 360 value 239.587818
iter 370 value 239.547783
iter 380 value 239.500481
iter 390 value 239.478084
iter 400 value 239.470031
iter 410 value 239.469100
iter 420 value 239.468755
final  value 239.468722 
converged
# weights:  174
initial  value 42077.978833 
iter  10 value 6113.527500
iter  20 value 1153.090901
iter  30 value 790.489053
iter  40 value 568.779128
iter  50 value 465.607469
iter  60 value 386.609583
iter  70 value 346.892786
iter  80 value 324.984900
iter  90 value 308.194465
iter 100 value 290.335745
iter 110 value 275.423250
iter 120 value 266.311380
iter 130 value 262.713676
iter 140 value 257.861569
iter 150 value 252.988356
iter 160 value 248.009512
iter 170 value 245.137325
iter 180 value 244.319367
iter 190 value 243.993880
iter 200 value 243.677320
iter 210 value 243.338966
iter 220 value 243.249325
iter 230 value 243.114946
iter 240 value 242.980246
iter 250 value 242.877591
iter 260 value 242.779951
iter 270 value 242.610722
iter 280 value 242.455004
iter 290 value 242.354385
iter 300 value 242.325135
iter 310 value 242.315925
iter 320 value 242.289088
iter 330 value 242.243731
iter 340 value 242.234363
iter 350 value 242.218812
iter 360 value 242.217396
iter 370 value 242.213488
iter 380 value 242.209018
iter 390 value 242.206144
iter 400 value 242.204840
iter 410 value 242.203841
iter 420 value 242.203223
iter 430 value 242.203146
final  value 242.203140 
converged
# weights:  106
initial  value 43339.069891 
iter  10 value 11342.616141
iter  20 value 2616.426271
iter  30 value 1592.757423
iter  40 value 1045.989494
iter  50 value 801.858545
iter  60 value 645.983575
iter  70 value 522.007473
iter  80 value 427.891944
iter  90 value 392.216846
iter 100 value 378.311537
iter 110 value 369.660320
iter 120 value 362.596517
iter 130 value 336.268988
iter 140 value 320.826440
iter 150 value 314.148837
iter 160 value 312.519665
iter 170 value 311.096910
iter 180 value 310.178779
iter 190 value 308.802035
iter 200 value 308.145220
iter 210 value 307.001763
iter 220 value 306.804712
iter 230 value 306.240233
iter 240 value 305.089372
iter 250 value 304.389468
iter 260 value 304.087155
iter 270 value 304.014427
iter 280 value 304.007843
final  value 304.007729 
converged
# weights:  174
initial  value 46367.011683 
iter  10 value 7181.081436
iter  20 value 2158.775678
iter  30 value 1043.115870
iter  40 value 593.458999
iter  50 value 503.490075
iter  60 value 404.894669
iter  70 value 374.337881
iter  80 value 349.855607
iter  90 value 323.103857
iter 100 value 303.090486
iter 110 value 291.527913
iter 120 value 283.774422
iter 130 value 279.786596
iter 140 value 276.906751
iter 150 value 273.869672
iter 160 value 269.675984
iter 170 value 265.280283
iter 180 value 262.327523
iter 190 value 259.201118
iter 200 value 256.815504
iter 210 value 255.170234
iter 220 value 254.302544
iter 230 value 253.669880
iter 240 value 253.395014
iter 250 value 253.202365
iter 260 value 252.825446
iter 270 value 251.995148
iter 280 value 250.634448
iter 290 value 249.499970
iter 300 value 249.128581
iter 310 value 248.850577
iter 320 value 248.271677
iter 330 value 247.590050
iter 340 value 247.293022
iter 350 value 247.138603
iter 360 value 247.015120
iter 370 value 246.887164
iter 380 value 246.653877
iter 390 value 246.517442
iter 400 value 246.416405
iter 410 value 246.369217
iter 420 value 246.344347
iter 430 value 246.296867
iter 440 value 245.923332
iter 450 value 245.804250
iter 460 value 245.794529
iter 470 value 245.784893
iter 480 value 245.779932
final  value 245.779589 
converged
# weights:  174
initial  value 43953.717689 
iter  10 value 9231.081212
iter  20 value 2090.114767
iter  30 value 976.275547
iter  40 value 600.463107
iter  50 value 491.208424
iter  60 value 418.702355
iter  70 value 384.323903
iter  80 value 355.167382
iter  90 value 335.696885
iter 100 value 320.715944
iter 110 value 307.524696
iter 120 value 297.939695
iter 130 value 291.301202
iter 140 value 283.366177
iter 150 value 273.123664
iter 160 value 267.495378
iter 170 value 261.300682
iter 180 value 256.876939
iter 190 value 254.556383
iter 200 value 253.771472
iter 210 value 252.434812
iter 220 value 250.390618
iter 230 value 249.019668
iter 240 value 247.204463
iter 250 value 245.562706
iter 260 value 245.089375
iter 270 value 244.693429
iter 280 value 244.427652
iter 290 value 244.091129
iter 300 value 243.805218
iter 310 value 243.569813
iter 320 value 242.371987
iter 330 value 238.636419
iter 340 value 234.715344
iter 350 value 233.292889
iter 360 value 232.807889
iter 370 value 231.110008
iter 380 value 229.359236
iter 390 value 228.343996
iter 400 value 227.804179
iter 410 value 227.594323
iter 420 value 227.505516
iter 430 value 227.319196
iter 440 value 224.761714
iter 450 value 223.813676
iter 460 value 223.750159
iter 470 value 223.742703
final  value 223.742654 
converged
# weights:  174
initial  value 46677.753810 
iter  10 value 7906.515453
iter  20 value 3008.013863
iter  30 value 1560.752405
iter  40 value 1072.622998
iter  50 value 819.642567
iter  60 value 632.851728
iter  70 value 512.519526
iter  80 value 435.316850
iter  90 value 379.306763
iter 100 value 339.422728
iter 110 value 294.386079
iter 120 value 282.904605
iter 130 value 279.002446
iter 140 value 276.106643
iter 150 value 270.869146
iter 160 value 268.197843
iter 170 value 263.185411
iter 180 value 257.874644
iter 190 value 253.793423
iter 200 value 249.146259
iter 210 value 247.181804
iter 220 value 245.349720
iter 230 value 242.080155
iter 240 value 240.159836
iter 250 value 238.781355
iter 260 value 237.632567
iter 270 value 236.782499
iter 280 value 235.894517
iter 290 value 235.334523
iter 300 value 234.682654
iter 310 value 234.407981
iter 320 value 234.187548
iter 330 value 234.084622
iter 340 value 233.982124
iter 350 value 233.897233
iter 360 value 233.823136
iter 370 value 233.736913
iter 380 value 233.588838
iter 390 value 233.523654
iter 400 value 233.493814
iter 410 value 233.486902
iter 420 value 233.484722
iter 430 value 233.483664
final  value 233.483577 
converged
# weights:  106
initial  value 40642.609329 
iter  10 value 7766.228470
iter  20 value 3460.999565
iter  30 value 2195.093613
iter  40 value 1518.297887
iter  50 value 1055.088980
iter  60 value 711.771965
iter  70 value 625.494164
iter  80 value 555.725720
iter  90 value 455.687505
iter 100 value 405.036759
iter 110 value 368.935055
iter 120 value 340.706448
iter 130 value 323.027157
iter 140 value 310.211708
iter 150 value 305.859517
iter 160 value 300.837344
iter 170 value 295.573116
iter 180 value 294.264916
iter 190 value 293.410445
iter 200 value 292.083426
iter 210 value 289.863729
iter 220 value 288.666545
iter 230 value 287.656399
iter 240 value 285.158186
iter 250 value 283.504905
iter 260 value 283.048692
iter 270 value 283.010070
iter 280 value 283.006112
final  value 283.006101 
converged
# weights:  174
initial  value 38946.392335 
iter  10 value 5166.090101
iter  20 value 1245.554829
iter  30 value 664.343615
iter  40 value 446.913973
iter  50 value 377.080110
iter  60 value 332.576967
iter  70 value 304.548024
iter  80 value 288.006850
iter  90 value 278.165047
iter 100 value 272.415946
iter 110 value 267.281848
iter 120 value 262.736602
iter 130 value 259.920696
iter 140 value 255.551320
iter 150 value 250.521278
iter 160 value 247.008951
iter 170 value 243.870928
iter 180 value 241.305297
iter 190 value 239.689882
iter 200 value 237.564540
iter 210 value 235.145694
iter 220 value 233.044027
iter 230 value 232.378620
iter 240 value 231.619726
iter 250 value 230.793539
iter 260 value 229.788026
iter 270 value 228.546954
iter 280 value 227.480867
iter 290 value 226.726213
iter 300 value 226.252205
iter 310 value 225.747434
iter 320 value 225.127438
iter 330 value 224.407138
iter 340 value 222.905592
iter 350 value 222.100406
iter 360 value 221.878777
iter 370 value 221.247378
iter 380 value 220.858478
iter 390 value 220.531100
iter 400 value 220.395616
iter 410 value 220.322650
iter 420 value 220.307340
iter 430 value 220.306253
final  value 220.306167 
converged
# weights:  174
initial  value 39102.925380 
iter  10 value 9515.474554
iter  20 value 2620.696049
iter  30 value 1450.564803
iter  40 value 1022.583527
iter  50 value 838.095807
iter  60 value 670.601330
iter  70 value 570.967235
iter  80 value 478.037419
iter  90 value 413.069858
iter 100 value 378.573679
iter 110 value 359.417574
iter 120 value 340.311571
iter 130 value 324.629695
iter 140 value 313.210092
iter 150 value 306.904732
iter 160 value 298.573433
iter 170 value 289.366769
iter 180 value 282.526780
iter 190 value 275.860862
iter 200 value 273.190950
iter 210 value 270.064118
iter 220 value 267.468186
iter 230 value 264.756112
iter 240 value 262.802633
iter 250 value 261.161381
iter 260 value 260.302735
iter 270 value 259.355370
iter 280 value 258.733483
iter 290 value 258.010762
iter 300 value 256.371025
iter 310 value 255.490918
iter 320 value 254.719336
iter 330 value 253.788939
iter 340 value 253.020785
iter 350 value 252.431668
iter 360 value 252.232898
iter 370 value 251.882381
iter 380 value 251.568719
iter 390 value 251.395701
iter 400 value 251.320886
iter 410 value 251.231010
iter 420 value 249.376331
iter 430 value 246.962953
iter 440 value 245.372737
iter 450 value 244.043965
iter 460 value 243.496065
iter 470 value 243.402355
iter 480 value 243.388567
iter 490 value 243.387039
final  value 243.387027 
converged
# weights:  174
initial  value 43669.513379 
iter  10 value 9311.095062
iter  20 value 2308.579006
iter  30 value 1372.375673
iter  40 value 949.148339
iter  50 value 724.452909
iter  60 value 572.768079
iter  70 value 500.501309
iter  80 value 442.850465
iter  90 value 392.708598
iter 100 value 338.034523
iter 110 value 309.062044
iter 120 value 288.967166
iter 130 value 277.653714
iter 140 value 267.332503
iter 150 value 255.198225
iter 160 value 246.022304
iter 170 value 243.542341
iter 180 value 241.214692
iter 190 value 238.549032
iter 200 value 235.974834
iter 210 value 234.807583
iter 220 value 233.959339
iter 230 value 233.020532
iter 240 value 232.541525
iter 250 value 232.086940
iter 260 value 231.200850
iter 270 value 230.446607
iter 280 value 230.069861
iter 290 value 229.611572
iter 300 value 228.552731
iter 310 value 227.158075
iter 320 value 226.277737
iter 330 value 225.872773
iter 340 value 225.690507
iter 350 value 225.638676
iter 360 value 225.570272
iter 370 value 225.461339
iter 380 value 225.292557
iter 390 value 225.222984
iter 400 value 225.197945
iter 410 value 225.187713
iter 420 value 225.185244
iter 430 value 225.185003
iter 430 value 225.185001
iter 430 value 225.185001
final  value 225.185001 
converged
# weights:  106
initial  value 42261.970320 
iter  10 value 14020.357898
iter  20 value 4012.738520
iter  30 value 1936.939094
iter  40 value 1358.345774
iter  50 value 898.402742
iter  60 value 674.666894
iter  70 value 470.870199
iter  80 value 416.900160
iter  90 value 383.014736
iter 100 value 357.188946
iter 110 value 335.776157
iter 120 value 322.529568
iter 130 value 314.306401
iter 140 value 307.616015
iter 150 value 293.866697
iter 160 value 289.482733
iter 170 value 288.246970
iter 180 value 287.571317
iter 190 value 287.135112
iter 200 value 286.861842
iter 210 value 286.488507
iter 220 value 286.261653
iter 230 value 285.826158
iter 240 value 285.224334
iter 250 value 284.852434
iter 260 value 284.773062
iter 270 value 284.764134
iter 280 value 284.763534
iter 280 value 284.763532
iter 280 value 284.763532
final  value 284.763532 
converged
# weights:  174
initial  value 39682.407043 
iter  10 value 5574.604147
iter  20 value 1249.020337
iter  30 value 643.544733
iter  40 value 513.099267
iter  50 value 442.900077
iter  60 value 403.659323
iter  70 value 366.557670
iter  80 value 323.184826
iter  90 value 291.182792
iter 100 value 271.271167
iter 110 value 264.032276
iter 120 value 260.278932
iter 130 value 257.223300
iter 140 value 253.306814
iter 150 value 250.616560
iter 160 value 247.981245
iter 170 value 245.578875
iter 180 value 243.576476
iter 190 value 243.076768
iter 200 value 242.661535
iter 210 value 241.908608
iter 220 value 241.145246
iter 230 value 238.946768
iter 240 value 237.412779
iter 250 value 237.051664
iter 260 value 236.927704
iter 270 value 236.780783
iter 280 value 236.479501
iter 290 value 236.261323
iter 300 value 236.209804
iter 310 value 236.162078
iter 320 value 236.082541
iter 330 value 236.009495
iter 340 value 235.843764
iter 350 value 235.515158
iter 360 value 235.486953
iter 370 value 235.427454
iter 380 value 235.364592
iter 390 value 235.340684
iter 400 value 235.330915
iter 410 value 235.327834
iter 420 value 235.327211
final  value 235.327157 
converged
# weights:  174
initial  value 47959.188059 
iter  10 value 7540.747226
iter  20 value 1828.771714
iter  30 value 870.656186
iter  40 value 594.479531
iter  50 value 423.726812
iter  60 value 360.195129
iter  70 value 311.077447
iter  80 value 292.461702
iter  90 value 280.671582
iter 100 value 274.449737
iter 110 value 268.849138
iter 120 value 258.850445
iter 130 value 251.909017
iter 140 value 247.934151
iter 150 value 241.927724
iter 160 value 238.530887
iter 170 value 235.972920
iter 180 value 234.507636
iter 190 value 233.346459
iter 200 value 232.893168
iter 210 value 232.708464
iter 220 value 232.487603
iter 230 value 232.250510
iter 240 value 231.819001
iter 250 value 231.389545
iter 260 value 231.108150
iter 270 value 230.890045
iter 280 value 230.755132
iter 290 value 230.626068
iter 300 value 230.545975
iter 310 value 230.493539
iter 320 value 230.470062
iter 330 value 230.459139
iter 340 value 230.451688
iter 350 value 230.447273
iter 360 value 230.443078
iter 370 value 230.436838
iter 380 value 230.426515
iter 390 value 230.422211
iter 400 value 230.420667
iter 410 value 230.420220
iter 420 value 230.419971
iter 430 value 230.419798
final  value 230.419783 
converged
# weights:  174
initial  value 38202.752645 
iter  10 value 4828.285131
iter  20 value 1606.516091
iter  30 value 695.256767
iter  40 value 458.602319
iter  50 value 381.390513
iter  60 value 334.016206
iter  70 value 309.100360
iter  80 value 287.318046
iter  90 value 276.853874
iter 100 value 271.215340
iter 110 value 264.128941
iter 120 value 257.460947
iter 130 value 252.346202
iter 140 value 245.996803
iter 150 value 239.876613
iter 160 value 237.586702
iter 170 value 235.182138
iter 180 value 232.126311
iter 190 value 227.832198
iter 200 value 226.185514
iter 210 value 224.234470
iter 220 value 223.388667
iter 230 value 222.285140
iter 240 value 220.905678
iter 250 value 219.854787
iter 260 value 219.107864
iter 270 value 218.940029
iter 280 value 218.871686
iter 290 value 218.844407
iter 300 value 218.834978
iter 310 value 218.831824
final  value 218.831087 
converged
# weights:  174
initial  value 49628.052963 
iter  10 value 4278.631031
iter  20 value 1574.395764
iter  30 value 767.638229
iter  40 value 525.225620
iter  50 value 438.698601
iter  60 value 374.407264
iter  70 value 345.975686
iter  80 value 314.723998
iter  90 value 296.882070
iter 100 value 286.659855
iter 110 value 281.757299
iter 120 value 278.713891
iter 130 value 275.379367
iter 140 value 271.316702
iter 150 value 267.313271
iter 160 value 264.650669
iter 170 value 262.616146
iter 180 value 261.087735
iter 190 value 258.341710
iter 200 value 253.959248
iter 210 value 250.229877
iter 220 value 247.241173
iter 230 value 244.059128
iter 240 value 241.353314
iter 250 value 239.023259
iter 260 value 237.090819
iter 270 value 235.992843
iter 280 value 235.132047
iter 290 value 234.672893
iter 300 value 234.529238
iter 310 value 234.442900
iter 320 value 234.360449
iter 330 value 234.309133
iter 340 value 234.264560
iter 350 value 234.223483
iter 360 value 234.082369
iter 370 value 233.903992
iter 380 value 233.771670
iter 390 value 233.626468
iter 400 value 233.546430
iter 410 value 233.478054
iter 420 value 233.460073
iter 430 value 233.458868
final  value 233.458846 
converged
# weights:  174
initial  value 44706.280800 
iter  10 value 5708.852428
iter  20 value 1165.205350
iter  30 value 692.882008
iter  40 value 498.810470
iter  50 value 422.862207
iter  60 value 340.915197
iter  70 value 322.339615
iter  80 value 311.493604
iter  90 value 299.728468
iter 100 value 284.696012
iter 110 value 274.809111
iter 120 value 269.855820
iter 130 value 266.217135
iter 140 value 264.204217
iter 150 value 262.990967
iter 160 value 260.528812
iter 170 value 257.656487
iter 180 value 255.572685
iter 190 value 253.729225
iter 200 value 252.377904
iter 210 value 250.951529
iter 220 value 249.586558
iter 230 value 248.408477
iter 240 value 246.873341
iter 250 value 245.361912
iter 260 value 244.239101
iter 270 value 243.823969
iter 280 value 243.275142
iter 290 value 242.887672
iter 300 value 242.645718
iter 310 value 242.496030
iter 320 value 242.077568
iter 330 value 241.797120
iter 340 value 241.602279
iter 350 value 241.541360
iter 360 value 241.485548
iter 370 value 241.366973
iter 380 value 241.278452
iter 390 value 241.219626
iter 400 value 241.200148
iter 410 value 241.195153
iter 420 value 241.194014
final  value 241.193935 
converged
# weights:  106
initial  value 41561.843980 
iter  10 value 15569.481401
iter  20 value 8049.124271
iter  30 value 4718.133703
iter  40 value 3212.487548
iter  50 value 2023.754866
iter  60 value 1235.531528
iter  70 value 845.652125
iter  80 value 679.932122
iter  90 value 535.826771
iter 100 value 459.782305
iter 110 value 412.886872
iter 120 value 377.135562
iter 130 value 337.257934
iter 140 value 314.389869
iter 150 value 307.019108
iter 160 value 303.217393
iter 170 value 301.409697
iter 180 value 299.941900
iter 190 value 298.467344
iter 200 value 298.090285
iter 210 value 297.855401
iter 220 value 297.453322
iter 230 value 296.990486
iter 240 value 296.528600
iter 250 value 296.230617
iter 260 value 296.159129
iter 270 value 296.152914
final  value 296.152339 
converged
# weights:  106
initial  value 42462.233308 
iter  10 value 7676.520473
iter  20 value 3647.426433
iter  30 value 2466.434287
iter  40 value 1697.457039
iter  50 value 1273.618121
iter  60 value 979.881796
iter  70 value 849.619304
iter  80 value 740.544425
iter  90 value 650.956264
iter 100 value 581.201294
iter 110 value 510.283213
iter 120 value 447.534758
iter 130 value 417.168363
iter 140 value 393.581925
iter 150 value 371.230427
iter 160 value 355.586945
iter 170 value 349.372236
iter 180 value 345.597604
iter 190 value 340.904940
iter 200 value 336.367828
iter 210 value 333.132360
iter 220 value 332.600048
iter 230 value 332.177201
iter 240 value 331.690053
iter 250 value 331.362651
iter 260 value 331.063538
iter 270 value 330.997612
iter 280 value 330.986405
final  value 330.986215 
converged
# weights:  174
initial  value 45706.712488 
iter  10 value 9298.697087
iter  20 value 1637.075689
iter  30 value 884.983107
iter  40 value 699.190014
iter  50 value 592.798994
iter  60 value 530.490338
iter  70 value 485.899423
iter  80 value 439.877399
iter  90 value 383.180171
iter 100 value 335.390076
iter 110 value 315.606767
iter 120 value 298.685454
iter 130 value 287.783453
iter 140 value 281.467441
iter 150 value 271.793756
iter 160 value 260.046844
iter 170 value 254.241469
iter 180 value 252.516492
iter 190 value 251.266388
iter 200 value 249.529151
iter 210 value 248.262912
iter 220 value 246.834435
iter 230 value 245.437866
iter 240 value 244.164682
iter 250 value 243.449496
iter 260 value 243.027470
iter 270 value 242.466012
iter 280 value 242.051701
iter 290 value 241.881638
iter 300 value 241.597873
iter 310 value 241.189405
iter 320 value 240.411968
iter 330 value 239.003463
iter 340 value 238.544478
iter 350 value 237.883583
iter 360 value 237.561806
iter 370 value 236.892385
iter 380 value 236.305352
iter 390 value 235.168014
iter 400 value 233.813083
iter 410 value 232.977332
iter 420 value 232.375545
iter 430 value 232.083989
iter 440 value 232.065600
iter 450 value 232.064518
final  value 232.064483 
converged
# weights:  174
initial  value 41938.453759 
iter  10 value 9247.695930
iter  20 value 2797.252178
iter  30 value 1409.727065
iter  40 value 999.895430
iter  50 value 808.992199
iter  60 value 655.598824
iter  70 value 547.714676
iter  80 value 477.411644
iter  90 value 431.749943
iter 100 value 379.488600
iter 110 value 335.291039
iter 120 value 304.970412
iter 130 value 293.736156
iter 140 value 286.678081
iter 150 value 281.950696
iter 160 value 278.223140
iter 170 value 274.670840
iter 180 value 272.916545
iter 190 value 271.317941
iter 200 value 268.823065
iter 210 value 267.634239
iter 220 value 265.494213
iter 230 value 262.643337
iter 240 value 260.251247
iter 250 value 256.801653
iter 260 value 254.522841
iter 270 value 251.939565
iter 280 value 248.728798
iter 290 value 246.207076
iter 300 value 243.746595
iter 310 value 241.905278
iter 320 value 241.307204
iter 330 value 240.917301
iter 340 value 240.646051
iter 350 value 240.515047
iter 360 value 240.334540
iter 370 value 240.018499
iter 380 value 239.541251
iter 390 value 239.245412
iter 400 value 239.164238
iter 410 value 239.146650
iter 420 value 239.143439
final  value 239.143294 
converged
# weights:  174
initial  value 49398.083345 
iter  10 value 8324.906145
iter  20 value 1960.926886
iter  30 value 727.179807
iter  40 value 501.907581
iter  50 value 392.124409
iter  60 value 335.855877
iter  70 value 316.514792
iter  80 value 296.474915
iter  90 value 282.994491
iter 100 value 272.543143
iter 110 value 266.428287
iter 120 value 262.463699
iter 130 value 258.752705
iter 140 value 256.814298
iter 150 value 255.248662
iter 160 value 253.628808
iter 170 value 252.560457
iter 180 value 251.413636
iter 190 value 250.504012
iter 200 value 250.137569
iter 210 value 249.683265
iter 220 value 247.972456
iter 230 value 245.139294
iter 240 value 244.016511
iter 250 value 242.966501
iter 260 value 241.575657
iter 270 value 240.514146
iter 280 value 239.956632
iter 290 value 239.571465
iter 300 value 238.971182
iter 310 value 238.717350
iter 320 value 238.641352
iter 330 value 238.553778
iter 340 value 238.480233
iter 350 value 238.390174
iter 360 value 238.238344
iter 370 value 238.093840
iter 380 value 237.867461
iter 390 value 237.771037
iter 400 value 237.739352
iter 410 value 237.726054
iter 420 value 237.717818
iter 430 value 237.717178
final  value 237.717168 
converged
# weights:  174
initial  value 41249.297710 
iter  10 value 4803.606240
iter  20 value 1378.597000
iter  30 value 776.952081
iter  40 value 551.876893
iter  50 value 444.534012
iter  60 value 383.803856
iter  70 value 346.929891
iter  80 value 324.054701
iter  90 value 308.423344
iter 100 value 298.583062
iter 110 value 291.494403
iter 120 value 287.418881
iter 130 value 283.894904
iter 140 value 275.037728
iter 150 value 271.922647
iter 160 value 269.454765
iter 170 value 265.101230
iter 180 value 262.527841
iter 190 value 261.424325
iter 200 value 260.802152
iter 210 value 260.018271
iter 220 value 259.410660
iter 230 value 258.864279
iter 240 value 258.678021
iter 250 value 258.445663
iter 260 value 258.077847
iter 270 value 257.784269
iter 280 value 257.495726
iter 290 value 257.421300
iter 300 value 257.357053
iter 310 value 257.340669
iter 320 value 257.301661
iter 330 value 257.267456
iter 340 value 257.249016
iter 350 value 257.235065
iter 360 value 257.221102
iter 370 value 257.188867
iter 380 value 257.125770
iter 390 value 257.050007
iter 400 value 256.919775
iter 410 value 256.764434
iter 420 value 255.937210
iter 430 value 251.866613
iter 440 value 250.061241
iter 450 value 249.423919
iter 460 value 249.346713
iter 470 value 249.342650
iter 480 value 249.342421
final  value 249.342411 
converged
# weights:  174
initial  value 46275.753786 
iter  10 value 6205.763317
iter  20 value 1397.074323
iter  30 value 854.328225
iter  40 value 525.190278
iter  50 value 421.583952
iter  60 value 344.557123
iter  70 value 325.257325
iter  80 value 310.562973
iter  90 value 300.317461
iter 100 value 293.442930
iter 110 value 286.565677
iter 120 value 278.911239
iter 130 value 274.173651
iter 140 value 271.402212
iter 150 value 268.662078
iter 160 value 266.465368
iter 170 value 264.515060
iter 180 value 262.076379
iter 190 value 257.046824
iter 200 value 250.500036
iter 210 value 247.741309
iter 220 value 246.502066
iter 230 value 245.569948
iter 240 value 244.973006
iter 250 value 244.427891
iter 260 value 243.575964
iter 270 value 242.713314
iter 280 value 241.985733
iter 290 value 241.345239
iter 300 value 240.400447
iter 310 value 239.426068
iter 320 value 239.213223
iter 330 value 239.132322
iter 340 value 239.091112
iter 350 value 239.070356
iter 360 value 239.062571
iter 370 value 239.046128
iter 380 value 239.025502
iter 390 value 239.017310
iter 400 value 239.014106
final  value 239.013313 
converged
# weights:  106
initial  value 38521.974643 
iter  10 value 13480.042582
iter  20 value 5329.664879
iter  30 value 2475.390599
iter  40 value 1467.046923
iter  50 value 1110.708686
iter  60 value 886.675869
iter  70 value 679.814405
iter  80 value 500.416806
iter  90 value 382.212369
iter 100 value 316.636851
iter 110 value 300.962093
iter 120 value 293.437718
iter 130 value 284.354460
iter 140 value 279.706552
iter 150 value 277.349396
iter 160 value 275.465611
iter 170 value 274.961315
iter 180 value 274.453440
iter 190 value 273.851121
iter 200 value 273.369607
iter 210 value 273.153936
iter 220 value 272.648678
iter 230 value 272.488105
iter 240 value 272.256622
iter 250 value 272.082116
iter 260 value 271.929980
iter 270 value 271.827396
iter 280 value 271.820418
final  value 271.820328 
converged
# weights:  106
initial  value 38335.570987 
iter  10 value 14166.925130
iter  20 value 4099.501653
iter  30 value 2479.639197
iter  40 value 1603.082472
iter  50 value 1045.169169
iter  60 value 855.433853
iter  70 value 630.410414
iter  80 value 495.453423
iter  90 value 419.069655
iter 100 value 392.064655
iter 110 value 339.511628
iter 120 value 307.378133
iter 130 value 293.626685
iter 140 value 286.736950
iter 150 value 278.911564
iter 160 value 276.065845
iter 170 value 275.216471
iter 180 value 274.643220
iter 190 value 273.993006
iter 200 value 273.221699
iter 210 value 272.559967
iter 220 value 272.261294
iter 230 value 272.214576
iter 240 value 272.139390
iter 250 value 272.078546
iter 260 value 272.056211
iter 270 value 272.054579
final  value 272.054488 
converged
# weights:  106
initial  value 40425.382886 
iter  10 value 9046.600501
iter  20 value 3157.072186
iter  30 value 2163.373875
iter  40 value 1581.887866
iter  50 value 978.294484
iter  60 value 633.615670
iter  70 value 453.866948
iter  80 value 393.902399
iter  90 value 346.505743
iter 100 value 325.960660
iter 110 value 306.075374
iter 120 value 299.624509
iter 130 value 297.997820
iter 140 value 297.103828
iter 150 value 296.554233
iter 160 value 296.180389
iter 170 value 295.956614
iter 180 value 295.859801
iter 190 value 295.519308
iter 200 value 295.371136
iter 210 value 295.155956
iter 220 value 295.076905
iter 230 value 295.013920
iter 240 value 294.856932
iter 250 value 294.792424
iter 260 value 294.775157
iter 270 value 294.772826
iter 280 value 294.772575
final  value 294.772570 
converged
# weights:  174
initial  value 43660.238042 
iter  10 value 4245.345223
iter  20 value 1544.537748
iter  30 value 848.779482
iter  40 value 599.315962
iter  50 value 481.222902
iter  60 value 386.129125
iter  70 value 345.357186
iter  80 value 316.987964
iter  90 value 289.618073
iter 100 value 267.863070
iter 110 value 256.620666
iter 120 value 250.207712
iter 130 value 247.532016
iter 140 value 246.477721
iter 150 value 245.367021
iter 160 value 243.985880
iter 170 value 242.201190
iter 180 value 241.119058
iter 190 value 240.707497
iter 200 value 240.285304
iter 210 value 239.932827
iter 220 value 239.223439
iter 230 value 238.183605
iter 240 value 238.042331
iter 250 value 237.996510
iter 260 value 237.940135
iter 270 value 237.917727
iter 280 value 237.904435
iter 290 value 237.885350
iter 300 value 237.879390
iter 310 value 237.869448
iter 320 value 237.857888
iter 330 value 237.836419
iter 340 value 237.813206
iter 350 value 237.804885
iter 360 value 237.803921
iter 370 value 237.799765
iter 380 value 237.794703
iter 390 value 237.790865
iter 400 value 237.788908
iter 410 value 237.770267
iter 420 value 237.246257
iter 430 value 236.656830
iter 440 value 236.509765
iter 450 value 236.495379
iter 460 value 236.494887
iter 460 value 236.494886
iter 460 value 236.494886
final  value 236.494886 
converged
# weights:  106
initial  value 40110.320687 
iter  10 value 12790.674264
iter  20 value 5926.733484
iter  30 value 3559.070795
iter  40 value 2120.676753
iter  50 value 1334.582283
iter  60 value 871.943899
iter  70 value 637.052493
iter  80 value 435.239246
iter  90 value 371.569510
iter 100 value 335.733195
iter 110 value 315.647052
iter 120 value 300.919427
iter 130 value 296.478456
iter 140 value 293.052915
iter 150 value 290.103797
iter 160 value 287.587155
iter 170 value 285.950757
iter 180 value 285.189096
iter 190 value 283.778720
iter 200 value 283.086984
iter 210 value 282.397526
iter 220 value 281.941308
iter 230 value 281.133151
iter 240 value 279.927449
iter 250 value 278.645318
iter 260 value 277.107813
iter 270 value 275.403155
iter 280 value 275.066920
iter 290 value 275.050065
final  value 275.049500 
converged
# weights:  174
initial  value 42787.548505 
iter  10 value 5811.777381
iter  20 value 1122.185306
iter  30 value 670.651544
iter  40 value 511.530844
iter  50 value 418.102924
iter  60 value 361.994580
iter  70 value 338.801092
iter  80 value 324.029577
iter  90 value 310.067633
iter 100 value 290.385550
iter 110 value 274.476392
iter 120 value 261.462755
iter 130 value 251.045095
iter 140 value 246.965702
iter 150 value 244.879706
iter 160 value 243.481650
iter 170 value 241.550384
iter 180 value 240.033436
iter 190 value 238.522663
iter 200 value 237.302340
iter 210 value 236.135082
iter 220 value 235.677533
iter 230 value 235.587354
iter 240 value 235.407275
iter 250 value 234.228656
iter 260 value 233.204446
iter 270 value 232.817900
iter 280 value 232.377204
iter 290 value 232.081076
iter 300 value 231.856428
iter 310 value 231.640770
iter 320 value 231.519840
iter 330 value 231.443477
iter 340 value 231.398775
iter 350 value 231.355850
iter 360 value 231.337946
iter 370 value 231.299137
iter 380 value 231.225137
iter 390 value 231.183340
iter 400 value 231.164459
iter 410 value 231.144918
iter 420 value 231.024988
iter 430 value 230.991649
iter 440 value 230.989535
final  value 230.989524 
converged
# weights:  174
initial  value 40687.153354 
iter  10 value 5837.910535
iter  20 value 1244.154475
iter  30 value 701.471581
iter  40 value 496.421827
iter  50 value 416.625765
iter  60 value 363.916449
iter  70 value 334.796269
iter  80 value 305.604667
iter  90 value 285.618032
iter 100 value 268.918577
iter 110 value 263.240964
iter 120 value 259.523130
iter 130 value 255.899257
iter 140 value 253.980040
iter 150 value 252.589128
iter 160 value 250.936239
iter 170 value 249.053714
iter 180 value 247.040024
iter 190 value 245.416120
iter 200 value 243.576517
iter 210 value 243.151043
iter 220 value 242.659733
iter 230 value 241.906171
iter 240 value 241.481628
iter 250 value 240.643927
iter 260 value 238.780190
iter 270 value 237.962887
iter 280 value 237.713552
iter 290 value 237.490063
iter 300 value 237.215515
iter 310 value 237.082354
iter 320 value 236.829994
iter 330 value 236.375051
iter 340 value 235.963853
iter 350 value 235.731742
iter 360 value 235.687083
iter 370 value 235.636430
iter 380 value 235.567744
iter 390 value 235.529887
iter 400 value 235.511942
iter 410 value 235.508952
iter 420 value 235.508366
iter 430 value 235.508287
final  value 235.508283 
converged
# weights:  174
initial  value 39716.913897 
iter  10 value 4384.516175
iter  20 value 1434.860638
iter  30 value 881.479344
iter  40 value 563.514014
iter  50 value 436.146052
iter  60 value 361.726273
iter  70 value 339.540255
iter  80 value 323.036834
iter  90 value 306.014657
iter 100 value 295.269882
iter 110 value 284.741015
iter 120 value 269.688544
iter 130 value 264.945842
iter 140 value 262.401581
iter 150 value 259.271009
iter 160 value 257.024508
iter 170 value 255.057086
iter 180 value 254.085786
iter 190 value 253.276162
iter 200 value 252.818113
iter 210 value 252.620638
iter 220 value 252.323277
iter 230 value 252.274467
iter 240 value 252.160917
iter 250 value 251.629412
iter 260 value 249.640586
iter 270 value 246.672823
iter 280 value 242.509590
iter 290 value 239.923412
iter 300 value 239.122511
iter 310 value 238.840457
iter 320 value 238.624628
iter 330 value 238.361229
iter 340 value 238.175440
iter 350 value 237.999180
iter 360 value 237.801994
iter 370 value 237.518286
iter 380 value 237.099182
iter 390 value 236.944861
iter 400 value 236.790794
iter 410 value 236.764403
iter 420 value 236.756291
iter 430 value 236.753987
iter 440 value 236.753685
iter 440 value 236.753683
iter 440 value 236.753683
final  value 236.753683 
converged
# weights:  174
initial  value 51664.022910 
iter  10 value 9743.343163
iter  20 value 3303.139297
iter  30 value 1971.055263
iter  40 value 1213.525539
iter  50 value 892.418761
iter  60 value 696.846408
iter  70 value 560.411876
iter  80 value 470.376424
iter  90 value 394.105247
iter 100 value 354.806838
iter 110 value 343.028969
iter 120 value 330.470539
iter 130 value 323.336084
iter 140 value 316.001763
iter 150 value 301.742361
iter 160 value 291.575851
iter 170 value 286.362191
iter 180 value 282.845544
iter 190 value 279.066309
iter 200 value 271.794073
iter 210 value 264.754567
iter 220 value 258.461027
iter 230 value 251.224730
iter 240 value 247.941999
iter 250 value 246.061682
iter 260 value 245.181506
iter 270 value 244.259176
iter 280 value 243.472481
iter 290 value 242.092614
iter 300 value 239.919500
iter 310 value 237.919461
iter 320 value 236.699272
iter 330 value 235.708783
iter 340 value 235.348294
iter 350 value 235.261873
iter 360 value 235.146241
iter 370 value 234.930609
iter 380 value 234.759989
iter 390 value 234.670753
iter 400 value 234.629290
iter 410 value 234.621318
iter 420 value 234.619141
iter 430 value 234.618872
final  value 234.618864 
converged
# weights:  174
initial  value 44466.392988 
iter  10 value 11076.856865
iter  20 value 3402.323071
iter  30 value 1352.927084
iter  40 value 875.787982
iter  50 value 651.864414
iter  60 value 475.623768
iter  70 value 404.026602
iter  80 value 360.815785
iter  90 value 327.607329
iter 100 value 307.386691
iter 110 value 297.997743
iter 120 value 285.935169
iter 130 value 275.904951
iter 140 value 268.681116
iter 150 value 263.220122
iter 160 value 258.339753
iter 170 value 254.730305
iter 180 value 252.735656
iter 190 value 251.328342
iter 200 value 250.135527
iter 210 value 249.421868
iter 220 value 247.051255
iter 230 value 245.559222
iter 240 value 244.362958
iter 250 value 243.579982
iter 260 value 242.651015
iter 270 value 240.597800
iter 280 value 238.683870
iter 290 value 237.579703
iter 300 value 236.818314
iter 310 value 236.272355
iter 320 value 235.875606
iter 330 value 235.610327
iter 340 value 235.493328
iter 350 value 235.463574
iter 360 value 235.306902
iter 370 value 235.059400
iter 380 value 234.698949
iter 390 value 234.490056
iter 400 value 234.399098
iter 410 value 234.379195
iter 420 value 234.372597
iter 430 value 234.369794
iter 440 value 234.369080
final  value 234.368991 
converged
# weights:  174
initial  value 40983.092883 
iter  10 value 15409.107995
iter  20 value 4340.664305
iter  30 value 2312.693394
iter  40 value 1335.182736
iter  50 value 1023.698794
iter  60 value 808.200475
iter  70 value 663.445717
iter  80 value 556.421081
iter  90 value 443.887279
iter 100 value 358.699375
iter 110 value 326.811013
iter 120 value 311.604421
iter 130 value 295.986188
iter 140 value 288.110939
iter 150 value 280.756824
iter 160 value 278.031413
iter 170 value 275.275340
iter 180 value 271.068724
iter 190 value 267.165972
iter 200 value 262.517564
iter 210 value 260.493115
iter 220 value 258.874241
iter 230 value 255.984393
iter 240 value 253.106344
iter 250 value 250.977265
iter 260 value 249.386783
iter 270 value 247.875592
iter 280 value 247.514603
iter 290 value 247.330072
iter 300 value 247.136492
iter 310 value 246.771086
iter 320 value 246.418655
iter 330 value 245.537566
iter 340 value 244.837947
iter 350 value 244.242118
iter 360 value 243.951464
iter 370 value 243.609673
iter 380 value 243.224706
iter 390 value 242.825115
iter 400 value 242.481965
iter 410 value 242.137572
iter 420 value 241.872739
iter 430 value 241.781598
iter 440 value 241.766948
iter 450 value 241.766540
iter 450 value 241.766538
iter 450 value 241.766538
final  value 241.766538 
converged
# weights:  106
initial  value 42667.010128 
iter  10 value 8311.756099
iter  20 value 2233.148568
iter  30 value 1589.049283
iter  40 value 1034.212397
iter  50 value 631.079998
iter  60 value 513.745257
iter  70 value 454.483045
iter  80 value 403.135213
iter  90 value 366.295289
iter 100 value 344.611199
iter 110 value 329.394140
iter 120 value 323.279753
iter 130 value 319.453102
iter 140 value 316.258543
iter 150 value 309.031264
iter 160 value 303.879256
iter 170 value 302.632412
iter 180 value 302.079206
iter 190 value 299.171405
iter 200 value 298.458356
iter 210 value 297.757971
iter 220 value 297.101105
iter 230 value 296.609263
iter 240 value 295.698816
iter 250 value 294.958037
iter 260 value 294.775191
iter 270 value 294.714255
iter 280 value 294.706001
final  value 294.705766 
converged
# weights:  174
initial  value 46803.564335 
iter  10 value 5508.012197
iter  20 value 1830.490726
iter  30 value 838.280702
iter  40 value 672.909669
iter  50 value 516.902849
iter  60 value 438.588471
iter  70 value 380.554665
iter  80 value 347.991787
iter  90 value 325.075506
iter 100 value 303.005391
iter 110 value 283.028865
iter 120 value 268.964721
iter 130 value 261.030579
iter 140 value 256.936062
iter 150 value 253.360168
iter 160 value 250.080490
iter 170 value 246.972248
iter 180 value 244.982862
iter 190 value 244.383500
iter 200 value 243.897638
iter 210 value 243.159239
iter 220 value 242.630123
iter 230 value 242.213310
iter 240 value 241.852315
iter 250 value 241.518617
iter 260 value 241.188887
iter 270 value 240.967297
iter 280 value 240.683341
iter 290 value 240.299216
iter 300 value 240.104835
iter 310 value 239.837479
iter 320 value 239.598597
iter 330 value 239.433853
iter 340 value 239.380470
iter 350 value 239.347107
iter 360 value 239.307079
iter 370 value 239.256913
iter 380 value 239.189583
iter 390 value 239.161922
iter 400 value 239.091352
iter 410 value 238.747326
iter 420 value 235.257427
iter 430 value 232.015851
iter 440 value 229.587292
iter 450 value 228.507952
iter 460 value 227.930696
iter 470 value 227.579737
iter 480 value 227.516187
iter 490 value 227.505743
final  value 227.505379 
converged
# weights:  174
initial  value 41641.547258 
iter  10 value 10128.877570
iter  20 value 2536.403578
iter  30 value 960.687358
iter  40 value 781.757864
iter  50 value 647.708409
iter  60 value 565.043113
iter  70 value 483.627430
iter  80 value 401.178509
iter  90 value 365.410894
iter 100 value 338.366676
iter 110 value 311.362905
iter 120 value 291.635688
iter 130 value 282.473404
iter 140 value 275.827715
iter 150 value 267.407751
iter 160 value 259.600192
iter 170 value 253.446889
iter 180 value 250.871890
iter 190 value 248.771835
iter 200 value 247.137891
iter 210 value 244.835093
iter 220 value 242.653840
iter 230 value 240.100920
iter 240 value 239.038383
iter 250 value 238.371527
iter 260 value 237.840347
iter 270 value 237.552807
iter 280 value 237.330739
iter 290 value 237.246775
iter 300 value 237.190282
iter 310 value 237.150687
iter 320 value 237.132072
iter 330 value 237.111232
iter 340 value 236.918703
iter 350 value 235.177417
iter 360 value 234.983720
iter 370 value 234.743198
iter 380 value 234.525604
iter 390 value 234.335452
iter 400 value 234.210837
iter 410 value 234.158534
iter 420 value 233.930097
iter 430 value 233.824087
iter 440 value 233.821947
final  value 233.821935 
converged
# weights:  106
initial  value 40741.983751 
iter  10 value 16483.228887
iter  20 value 3678.224460
iter  30 value 2319.978044
iter  40 value 1413.677278
iter  50 value 1127.147864
iter  60 value 937.083963
iter  70 value 688.356353
iter  80 value 477.212909
iter  90 value 389.536336
iter 100 value 347.435336
iter 110 value 335.634457
iter 120 value 332.074373
iter 130 value 327.568324
iter 140 value 321.459652
iter 150 value 314.276886
iter 160 value 309.620777
iter 170 value 300.687850
iter 180 value 297.738145
iter 190 value 296.742666
iter 200 value 296.305617
iter 210 value 295.906252
iter 220 value 295.692488
iter 230 value 295.378820
iter 240 value 294.491307
iter 250 value 293.976256
iter 260 value 293.669087
iter 270 value 293.556895
iter 280 value 293.548314
final  value 293.548180 
converged
# weights:  174
initial  value 41615.309410 
iter  10 value 4198.952572
iter  20 value 870.020813
iter  30 value 604.870640
iter  40 value 439.922154
iter  50 value 351.091862
iter  60 value 301.958002
iter  70 value 290.725886
iter  80 value 284.687656
iter  90 value 280.416763
iter 100 value 275.256613
iter 110 value 272.241328
iter 120 value 269.311642
iter 130 value 266.522781
iter 140 value 264.047760
iter 150 value 261.631186
iter 160 value 259.616226
iter 170 value 257.108294
iter 180 value 254.380366
iter 190 value 252.526545
iter 200 value 250.529967
iter 210 value 248.269860
iter 220 value 247.077903
iter 230 value 245.055077
iter 240 value 243.381788
iter 250 value 242.679479
iter 260 value 242.399195
iter 270 value 242.112914
iter 280 value 241.879661
iter 290 value 241.543352
iter 300 value 241.130858
iter 310 value 240.843063
iter 320 value 240.641461
iter 330 value 240.510646
iter 340 value 240.427393
iter 350 value 240.405231
iter 360 value 240.360572
iter 370 value 240.303832
iter 380 value 240.242993
iter 390 value 240.202003
iter 400 value 240.186988
iter 410 value 240.180980
iter 420 value 240.177703
iter 430 value 240.176892
final  value 240.176831 
converged
# weights:  174
initial  value 43152.022943 
iter  10 value 10688.098595
iter  20 value 3869.021947
iter  30 value 1814.721880
iter  40 value 1179.117731
iter  50 value 1018.358553
iter  60 value 805.947273
iter  70 value 696.913525
iter  80 value 581.380667
iter  90 value 479.786523
iter 100 value 409.364963
iter 110 value 369.592402
iter 120 value 328.904632
iter 130 value 305.025124
iter 140 value 291.460130
iter 150 value 284.507580
iter 160 value 276.034870
iter 170 value 269.454336
iter 180 value 261.619138
iter 190 value 258.369943
iter 200 value 255.357685
iter 210 value 251.175435
iter 220 value 248.883237
iter 230 value 244.487222
iter 240 value 240.341153
iter 250 value 239.093274
iter 260 value 238.489292
iter 270 value 238.202869
iter 280 value 238.047722
iter 290 value 237.900415
iter 300 value 237.682270
iter 310 value 237.195215
iter 320 value 236.892314
iter 330 value 236.705848
iter 340 value 236.513041
iter 350 value 236.375954
iter 360 value 236.245388
iter 370 value 235.914649
iter 380 value 235.463446
iter 390 value 235.112124
iter 400 value 234.698499
iter 410 value 234.086416
iter 420 value 233.628375
iter 430 value 233.203469
iter 440 value 232.734100
iter 450 value 232.548924
iter 460 value 232.504445
iter 470 value 232.474990
iter 480 value 232.465430
iter 490 value 232.465238
iter 490 value 232.465236
iter 490 value 232.465236
final  value 232.465236 
converged
# weights:  174
initial  value 43965.899006 
iter  10 value 10256.258172
iter  20 value 1939.428023
iter  30 value 1044.194483
iter  40 value 726.600589
iter  50 value 540.329684
iter  60 value 428.325075
iter  70 value 367.356755
iter  80 value 344.854828
iter  90 value 320.624535
iter 100 value 294.163285
iter 110 value 276.949564
iter 120 value 266.526032
iter 130 value 260.614213
iter 140 value 255.505102
iter 150 value 251.744092
iter 160 value 248.850424
iter 170 value 246.637328
iter 180 value 244.308640
iter 190 value 241.639560
iter 200 value 240.532870
iter 210 value 239.325726
iter 220 value 237.946308
iter 230 value 236.494511
iter 240 value 235.126729
iter 250 value 233.932289
iter 260 value 233.395075
iter 270 value 233.174165
iter 280 value 233.075370
iter 290 value 232.982501
iter 300 value 232.703742
iter 310 value 232.245686
iter 320 value 231.281457
iter 330 value 230.498639
iter 340 value 230.002616
iter 350 value 229.675484
iter 360 value 229.416745
iter 370 value 228.912295
iter 380 value 228.271614
iter 390 value 227.692423
iter 400 value 227.217796
iter 410 value 227.066347
iter 420 value 227.040695
iter 430 value 227.035801
iter 440 value 227.034643
final  value 227.034604 
converged
# weights:  174
initial  value 41638.911384 
iter  10 value 6578.018313
iter  20 value 1904.069309
iter  30 value 930.866133
iter  40 value 654.589833
iter  50 value 542.762728
iter  60 value 471.579379
iter  70 value 439.621224
iter  80 value 389.928972
iter  90 value 348.709739
iter 100 value 316.282904
iter 110 value 293.349259
iter 120 value 281.737014
iter 130 value 275.565120
iter 140 value 271.714592
iter 150 value 268.671826
iter 160 value 267.177695
iter 170 value 266.663610
iter 180 value 266.053949
iter 190 value 264.944410
iter 200 value 262.634967
iter 210 value 260.058631
iter 220 value 255.934800
iter 230 value 252.618164
iter 240 value 250.922063
iter 250 value 250.274800
iter 260 value 249.893687
iter 270 value 249.679185
iter 280 value 249.387658
iter 290 value 248.970569
iter 300 value 248.646634
iter 310 value 248.173904
iter 320 value 247.930105
iter 330 value 247.657218
iter 340 value 247.428296
iter 350 value 247.328847
iter 360 value 247.240942
iter 370 value 247.153823
iter 380 value 247.022579
iter 390 value 246.957334
iter 400 value 246.902031
iter 410 value 246.867352
iter 420 value 246.822395
iter 430 value 246.723322
iter 440 value 246.417600
iter 450 value 244.146971
iter 460 value 243.155618
iter 470 value 242.686478
iter 480 value 242.319015
iter 490 value 242.229330
iter 500 value 242.225309
iter 510 value 242.155339
iter 520 value 242.125805
final  value 242.125083 
converged
# weights:  174
initial  value 39996.085700 
iter  10 value 5330.591739
iter  20 value 1436.599042
iter  30 value 801.874753
iter  40 value 616.086882
iter  50 value 478.095474
iter  60 value 401.462743
iter  70 value 372.797013
iter  80 value 343.406254
iter  90 value 320.804991
iter 100 value 303.790705
iter 110 value 298.221415
iter 120 value 294.604607
iter 130 value 289.358767
iter 140 value 283.328926
iter 150 value 277.371814
iter 160 value 271.356379
iter 170 value 267.868742
iter 180 value 265.573434
iter 190 value 263.849348
iter 200 value 263.280361
iter 210 value 262.595609
iter 220 value 262.097624
iter 230 value 261.252385
iter 240 value 259.990626
iter 250 value 258.649280
iter 260 value 258.183068
iter 270 value 257.724106
iter 280 value 257.162336
iter 290 value 256.803035
iter 300 value 256.542741
iter 310 value 256.099510
iter 320 value 255.630056
iter 330 value 254.939861
iter 340 value 254.722872
iter 350 value 254.489206
iter 360 value 254.422842
iter 370 value 254.359434
iter 380 value 254.235235
iter 390 value 254.092556
iter 400 value 254.000224
iter 410 value 253.972762
iter 420 value 253.963410
iter 430 value 253.962631
final  value 253.962607 
converged
# weights:  174
initial  value 43302.394442 
iter  10 value 6830.232861
iter  20 value 2114.689318
iter  30 value 1216.723885
iter  40 value 897.606690
iter  50 value 603.411722
iter  60 value 495.306119
iter  70 value 449.172713
iter  80 value 394.016603
iter  90 value 361.433400
iter 100 value 342.076230
iter 110 value 327.827321
iter 120 value 317.228210
iter 130 value 308.642264
iter 140 value 302.445809
iter 150 value 300.417602
iter 160 value 297.582199
iter 170 value 292.385816
iter 180 value 287.021426
iter 190 value 281.683875
iter 200 value 278.611438
iter 210 value 274.954324
iter 220 value 269.101642
iter 230 value 264.971477
iter 240 value 261.476466
iter 250 value 256.243870
iter 260 value 250.800610
iter 270 value 246.746824
iter 280 value 244.996063
iter 290 value 243.993010
iter 300 value 242.774857
iter 310 value 241.417322
iter 320 value 240.944815
iter 330 value 240.846629
iter 340 value 240.772001
iter 350 value 240.629858
iter 360 value 240.483144
iter 370 value 240.111122
iter 380 value 239.806132
iter 390 value 239.456319
iter 400 value 239.175544
iter 410 value 238.997240
iter 420 value 238.958365
iter 430 value 238.955224
final  value 238.955090 
converged
# weights:  106
initial  value 38538.567562 
iter  10 value 14592.116337
iter  20 value 6112.259667
iter  30 value 3219.954700
iter  40 value 1663.271151
iter  50 value 1114.785360
iter  60 value 754.296140
iter  70 value 606.160769
iter  80 value 546.929518
iter  90 value 494.033188
iter 100 value 420.207343
iter 110 value 390.150799
iter 120 value 369.273018
iter 130 value 356.104268
iter 140 value 327.516475
iter 150 value 322.038199
iter 160 value 314.532341
iter 170 value 306.576007
iter 180 value 303.718844
iter 190 value 302.506425
iter 200 value 296.321506
iter 210 value 287.566470
iter 220 value 285.602076
iter 230 value 283.466535
iter 240 value 279.663167
iter 250 value 277.286067
iter 260 value 276.576458
iter 270 value 276.331389
iter 280 value 276.279711
iter 290 value 276.278571
iter 290 value 276.278570
iter 290 value 276.278570
final  value 276.278570 
converged
# weights:  106
initial  value 42373.124041 
iter  10 value 20600.125799
iter  20 value 6580.923511
iter  30 value 3445.634813
iter  40 value 2266.247177
iter  50 value 1646.432028
iter  60 value 1250.884714
iter  70 value 983.133367
iter  80 value 726.227852
iter  90 value 650.427000
iter 100 value 590.975191
iter 110 value 545.020059
iter 120 value 506.347879
iter 130 value 486.505754
iter 140 value 463.555091
iter 150 value 426.920712
iter 160 value 414.428139
iter 170 value 404.665625
iter 180 value 391.465616
iter 190 value 375.001271
iter 200 value 369.897959
iter 210 value 363.118194
iter 220 value 360.774415
iter 230 value 355.960915
iter 240 value 348.925175
iter 250 value 337.893329
iter 260 value 325.134864
iter 270 value 318.325814
iter 280 value 315.721769
iter 290 value 315.298320
iter 300 value 315.220280
final  value 315.218653 
converged
# weights:  106
initial  value 42606.490914 
iter  10 value 10285.777972
iter  20 value 3398.324530
iter  30 value 2218.055490
iter  40 value 1670.819644
iter  50 value 1386.993002
iter  60 value 1221.208960
iter  70 value 1057.409818
iter  80 value 815.203742
iter  90 value 638.407448
iter 100 value 526.758457
iter 110 value 427.345323
iter 120 value 354.210821
iter 130 value 327.804551
iter 140 value 315.577185
iter 150 value 309.561429
iter 160 value 303.873549
iter 170 value 298.757840
iter 180 value 292.309800
iter 190 value 289.791116
iter 200 value 288.589695
iter 210 value 286.209352
iter 220 value 285.500933
iter 230 value 284.609949
iter 240 value 282.551426
iter 250 value 280.807941
iter 260 value 280.083455
iter 270 value 279.525962
iter 280 value 279.305342
iter 290 value 279.296539
final  value 279.296383 
converged
# weights:  174
initial  value 53852.737937 
iter  10 value 6577.325531
iter  20 value 1386.161255
iter  30 value 703.476600
iter  40 value 542.080573
iter  50 value 429.728417
iter  60 value 362.615537
iter  70 value 337.312006
iter  80 value 323.012684
iter  90 value 313.789640
iter 100 value 305.691927
iter 110 value 298.619598
iter 120 value 292.626710
iter 130 value 289.474682
iter 140 value 286.872364
iter 150 value 284.016418
iter 160 value 280.086285
iter 170 value 274.111388
iter 180 value 269.293547
iter 190 value 266.799252
iter 200 value 263.877711
iter 210 value 262.290447
iter 220 value 259.908573
iter 230 value 256.911608
iter 240 value 254.691613
iter 250 value 253.221361
iter 260 value 251.990867
iter 270 value 250.831242
iter 280 value 249.659794
iter 290 value 248.569358
iter 300 value 247.783902
iter 310 value 246.580917
iter 320 value 245.807254
iter 330 value 245.328591
iter 340 value 244.579943
iter 350 value 243.548398
iter 360 value 243.183963
iter 370 value 242.677838
iter 380 value 241.709471
iter 390 value 241.207186
iter 400 value 240.829184
iter 410 value 240.605547
iter 420 value 240.486584
iter 430 value 240.460046
iter 440 value 240.454613
iter 450 value 240.453451
iter 460 value 240.380042
iter 470 value 239.298729
iter 480 value 238.945860
iter 490 value 238.810309
iter 500 value 238.599277
iter 510 value 237.215182
iter 520 value 236.716552
iter 530 value 236.535458
iter 540 value 236.478455
iter 550 value 236.472285
iter 560 value 236.471975
final  value 236.471940 
converged
# weights:  174
initial  value 40352.568346 
iter  10 value 6483.941870
iter  20 value 1659.476835
iter  30 value 962.807268
iter  40 value 613.987932
iter  50 value 495.010323
iter  60 value 407.906504
iter  70 value 372.265895
iter  80 value 349.519981
iter  90 value 331.354393
iter 100 value 315.535244
iter 110 value 303.482261
iter 120 value 294.644592
iter 130 value 286.275442
iter 140 value 280.769042
iter 150 value 273.210118
iter 160 value 268.691356
iter 170 value 265.573562
iter 180 value 260.565975
iter 190 value 256.529841
iter 200 value 253.214220
iter 210 value 250.317835
iter 220 value 247.811601
iter 230 value 246.096942
iter 240 value 245.249610
iter 250 value 244.157823
iter 260 value 243.328897
iter 270 value 242.701773
iter 280 value 242.428274
iter 290 value 242.293087
iter 300 value 242.184146
iter 310 value 242.045288
iter 320 value 241.963578
iter 330 value 241.902925
iter 340 value 241.819497
iter 350 value 241.671987
iter 360 value 241.624368
iter 370 value 241.549827
iter 380 value 241.476346
iter 390 value 241.443005
iter 400 value 241.420339
iter 410 value 241.402931
iter 420 value 241.388144
iter 430 value 241.339694
iter 440 value 241.313606
iter 450 value 241.312966
final  value 241.312959 
converged
# weights:  174
initial  value 43833.381368 
iter  10 value 11961.377159
iter  20 value 1438.333657
iter  30 value 862.926990
iter  40 value 643.011041
iter  50 value 507.764156
iter  60 value 434.092731
iter  70 value 402.278003
iter  80 value 366.161848
iter  90 value 332.867723
iter 100 value 312.541778
iter 110 value 296.595518
iter 120 value 285.240236
iter 130 value 281.587351
iter 140 value 279.903081
iter 150 value 276.798303
iter 160 value 274.414358
iter 170 value 271.726161
iter 180 value 269.226465
iter 190 value 266.866664
iter 200 value 264.000219
iter 210 value 263.317316
iter 220 value 262.852152
iter 230 value 262.580412
iter 240 value 262.445187
iter 250 value 262.176398
iter 260 value 261.868839
iter 270 value 261.459211
iter 280 value 261.294805
iter 290 value 261.211587
iter 300 value 261.160552
iter 310 value 261.141796
iter 320 value 261.132065
iter 330 value 261.101668
iter 340 value 261.054214
iter 350 value 261.047038
iter 360 value 261.039780
iter 370 value 261.027775
iter 380 value 261.004878
iter 390 value 260.990001
iter 400 value 260.984599
iter 410 value 260.982800
iter 420 value 260.981661
iter 430 value 260.981078
final  value 260.981005 
converged
# weights:  106
initial  value 43270.209955 
iter  10 value 13682.229630
iter  20 value 4515.350469
iter  30 value 2814.640188
iter  40 value 2032.100064
iter  50 value 1305.102547
iter  60 value 988.549852
iter  70 value 722.931806
iter  80 value 522.361035
iter  90 value 387.199079
iter 100 value 342.912821
iter 110 value 327.730727
iter 120 value 315.858624
iter 130 value 307.594402
iter 140 value 301.013713
iter 150 value 296.750055
iter 160 value 293.140328
iter 170 value 290.055182
iter 180 value 288.696214
iter 190 value 288.113638
iter 200 value 287.881012
iter 210 value 287.142086
iter 220 value 286.829741
iter 230 value 286.504791
iter 240 value 285.937005
iter 250 value 285.582873
iter 260 value 285.455606
iter 270 value 285.436110
iter 280 value 285.434206
final  value 285.434194 
converged
# weights:  174
initial  value 46986.251592 
iter  10 value 6253.687151
iter  20 value 1420.731617
iter  30 value 801.961525
iter  40 value 536.859157
iter  50 value 444.146732
iter  60 value 380.579676
iter  70 value 351.269139
iter  80 value 330.055573
iter  90 value 310.761170
iter 100 value 290.301123
iter 110 value 275.457848
iter 120 value 266.943329
iter 130 value 264.348466
iter 140 value 262.069013
iter 150 value 259.567006
iter 160 value 256.683345
iter 170 value 254.871022
iter 180 value 252.281102
iter 190 value 251.061482
iter 200 value 250.487245
iter 210 value 249.487952
iter 220 value 248.390404
iter 230 value 246.017086
iter 240 value 244.684688
iter 250 value 243.858151
iter 260 value 243.377101
iter 270 value 243.201585
iter 280 value 242.825264
iter 290 value 242.762305
iter 300 value 242.659826
iter 310 value 242.546048
iter 320 value 242.467126
iter 330 value 242.438860
iter 340 value 242.408471
iter 350 value 242.355382
iter 360 value 242.317586
iter 370 value 242.253966
iter 380 value 242.178908
iter 390 value 242.146543
iter 400 value 242.130406
iter 410 value 242.126162
iter 420 value 242.123340
final  value 242.123158 
converged
# weights:  174
initial  value 44641.063821 
iter  10 value 6749.699785
iter  20 value 1935.625884
iter  30 value 742.092009
iter  40 value 537.953390
iter  50 value 450.424243
iter  60 value 406.920915
iter  70 value 385.214795
iter  80 value 363.157247
iter  90 value 336.245329
iter 100 value 321.919523
iter 110 value 310.653078
iter 120 value 299.040791
iter 130 value 294.553058
iter 140 value 290.531565
iter 150 value 282.832636
iter 160 value 277.960090
iter 170 value 271.640164
iter 180 value 265.340588
iter 190 value 260.102388
iter 200 value 258.168033
iter 210 value 256.499344
iter 220 value 253.581558
iter 230 value 251.147165
iter 240 value 249.037802
iter 250 value 248.038271
iter 260 value 247.161030
iter 270 value 245.754213
iter 280 value 244.558036
iter 290 value 243.759417
iter 300 value 242.830434
iter 310 value 242.079305
iter 320 value 241.431788
iter 330 value 241.095159
iter 340 value 240.637836
iter 350 value 240.112420
iter 360 value 239.940078
iter 370 value 239.575780
iter 380 value 239.240467
iter 390 value 239.085403
iter 400 value 239.037340
iter 410 value 239.009740
iter 420 value 238.983230
iter 430 value 238.951461
iter 440 value 238.579106
iter 450 value 238.077522
iter 460 value 238.043448
iter 470 value 238.041613
final  value 238.041532 
converged
# weights:  174
initial  value 46357.483160 
iter  10 value 15990.136245
iter  20 value 3062.040530
iter  30 value 1402.432679
iter  40 value 1050.094268
iter  50 value 891.077788
iter  60 value 787.487725
iter  70 value 677.179144
iter  80 value 551.223351
iter  90 value 411.733446
iter 100 value 361.262496
iter 110 value 330.713779
iter 120 value 308.257845
iter 130 value 289.475741
iter 140 value 280.686068
iter 150 value 275.825181
iter 160 value 269.114425
iter 170 value 262.473236
iter 180 value 256.509601
iter 190 value 252.970057
iter 200 value 250.563844
iter 210 value 248.666842
iter 220 value 247.175028
iter 230 value 246.406338
iter 240 value 246.107807
iter 250 value 245.997144
iter 260 value 245.885723
iter 270 value 245.733372
iter 280 value 245.584763
iter 290 value 245.465328
iter 300 value 245.131815
iter 310 value 244.970609
iter 320 value 244.858126
iter 330 value 244.726803
iter 340 value 244.657730
iter 350 value 244.600452
iter 360 value 244.571167
iter 370 value 244.521464
iter 380 value 244.459302
iter 390 value 244.424336
iter 400 value 244.411613
iter 410 value 244.409570
iter 420 value 244.409166
final  value 244.409071 
converged
# weights:  106
initial  value 43323.778426 
iter  10 value 11628.067914
iter  20 value 5023.322238
iter  30 value 2853.751001
iter  40 value 1896.655430
iter  50 value 1483.983666
iter  60 value 1121.003149
iter  70 value 935.479815
iter  80 value 800.111772
iter  90 value 715.363919
iter 100 value 656.454115
iter 110 value 577.698102
iter 120 value 486.206615
iter 130 value 440.683261
iter 140 value 405.969715
iter 150 value 367.858445
iter 160 value 341.661783
iter 170 value 332.728398
iter 180 value 327.215256
iter 190 value 322.232670
iter 200 value 319.314392
iter 210 value 317.787183
iter 220 value 316.317717
iter 230 value 314.439500
iter 240 value 312.871736
iter 250 value 311.909993
iter 260 value 311.560844
iter 270 value 311.527336
iter 280 value 311.523992
final  value 311.523827 
converged
# weights:  174
initial  value 47663.148925 
iter  10 value 5512.489803
iter  20 value 1433.465516
iter  30 value 696.463110
iter  40 value 504.926210
iter  50 value 384.369247
iter  60 value 322.794370
iter  70 value 301.820017
iter  80 value 294.545575
iter  90 value 287.783954
iter 100 value 276.313944
iter 110 value 261.121619
iter 120 value 253.644330
iter 130 value 249.361915
iter 140 value 245.585592
iter 150 value 243.166686
iter 160 value 241.426850
iter 170 value 240.310665
iter 180 value 239.611739
iter 190 value 238.399139
iter 200 value 236.585081
iter 210 value 233.988427
iter 220 value 232.392701
iter 230 value 231.443813
iter 240 value 230.626345
iter 250 value 229.739247
iter 260 value 229.033720
iter 270 value 228.580313
iter 280 value 228.070664
iter 290 value 227.793384
iter 300 value 227.728075
iter 310 value 227.678475
iter 320 value 227.593387
iter 330 value 227.500283
iter 340 value 227.397257
iter 350 value 227.314895
iter 360 value 227.279488
iter 370 value 227.222470
iter 380 value 227.167599
iter 390 value 227.135665
iter 400 value 227.126551
iter 410 value 227.125111
iter 420 value 227.124810
final  value 227.124797 
converged
# weights:  106
initial  value 44545.803244 
iter  10 value 10619.674455
iter  20 value 3375.113018
iter  30 value 1883.236501
iter  40 value 1373.637059
iter  50 value 1145.314279
iter  60 value 993.771194
iter  70 value 785.858814
iter  80 value 620.317223
iter  90 value 522.392704
iter 100 value 471.295995
iter 110 value 432.100571
iter 120 value 397.360870
iter 130 value 379.371721
iter 140 value 361.065829
iter 150 value 347.941741
iter 160 value 334.741618
iter 170 value 324.147454
iter 180 value 319.470015
iter 190 value 307.717050
iter 200 value 304.626379
iter 210 value 302.054657
iter 220 value 300.987510
iter 230 value 300.188461
iter 240 value 299.356832
iter 250 value 298.915679
iter 260 value 298.772025
iter 270 value 298.746570
iter 280 value 298.745027
iter 290 value 298.744326
iter 300 value 298.743533
iter 310 value 298.742437
iter 320 value 298.741941
iter 330 value 298.741637
iter 340 value 298.741472
final  value 298.741365 
converged
# weights:  106
initial  value 45178.590502 
iter  10 value 8011.970104
iter  20 value 3288.803699
iter  30 value 2097.279511
iter  40 value 1521.514130
iter  50 value 943.178708
iter  60 value 609.904025
iter  70 value 488.078774
iter  80 value 417.317000
iter  90 value 389.305530
iter 100 value 373.062819
iter 110 value 359.739763
iter 120 value 349.436762
iter 130 value 341.676626
iter 140 value 337.977716
iter 150 value 334.182546
iter 160 value 329.312718
iter 170 value 323.049792
iter 180 value 321.159966
iter 190 value 319.802819
iter 200 value 318.391131
iter 210 value 317.935468
iter 220 value 317.711253
iter 230 value 317.538911
iter 240 value 317.415572
iter 250 value 317.323488
iter 260 value 317.289018
iter 270 value 317.283580
iter 280 value 317.283105
final  value 317.283098 
converged
# weights:  174
initial  value 44722.042868 
iter  10 value 7112.830132
iter  20 value 2077.897829
iter  30 value 1131.920219
iter  40 value 709.242922
iter  50 value 511.356481
iter  60 value 425.533648
iter  70 value 386.750989
iter  80 value 367.044340
iter  90 value 349.681039
iter 100 value 328.882948
iter 110 value 311.894010
iter 120 value 300.840031
iter 130 value 291.654380
iter 140 value 285.844212
iter 150 value 279.803402
iter 160 value 277.024492
iter 170 value 275.517689
iter 180 value 273.872733
iter 190 value 272.852798
iter 200 value 271.647396
iter 210 value 269.996005
iter 220 value 267.916524
iter 230 value 266.640791
iter 240 value 264.560314
iter 250 value 258.787769
iter 260 value 255.282249
iter 270 value 252.957759
iter 280 value 250.776893
iter 290 value 248.844534
iter 300 value 248.002034
iter 310 value 247.368435
iter 320 value 246.724743
iter 330 value 246.344653
iter 340 value 245.913896
iter 350 value 245.573125
iter 360 value 245.209502
iter 370 value 244.334188
iter 380 value 243.407052
iter 390 value 242.647372
iter 400 value 242.174340
iter 410 value 242.017858
iter 420 value 241.710316
iter 430 value 240.155953
iter 440 value 239.837999
iter 450 value 239.733565
iter 460 value 239.724555
final  value 239.724426 
converged
# weights:  174
initial  value 42125.804393 
iter  10 value 9720.648873
iter  20 value 2093.138804
iter  30 value 1017.368912
iter  40 value 633.683624
iter  50 value 502.751733
iter  60 value 437.034251
iter  70 value 407.382224
iter  80 value 383.004179
iter  90 value 363.750888
iter 100 value 335.378711
iter 110 value 317.543609
iter 120 value 299.726991
iter 130 value 285.331904
iter 140 value 279.086771
iter 150 value 275.193445
iter 160 value 271.671488
iter 170 value 267.951740
iter 180 value 263.444784
iter 190 value 259.070888
iter 200 value 256.719666
iter 210 value 255.622688
iter 220 value 255.275582
iter 230 value 254.890939
iter 240 value 254.352629
iter 250 value 253.760674
iter 260 value 253.504624
iter 270 value 253.083741
iter 280 value 252.960036
iter 290 value 252.809633
iter 300 value 252.737557
iter 310 value 252.697758
iter 320 value 252.632442
iter 330 value 252.533107
iter 340 value 252.504375
iter 350 value 252.471235
iter 360 value 252.462705
iter 370 value 252.437506
iter 380 value 252.420278
iter 390 value 252.404960
iter 400 value 252.398043
iter 410 value 252.394807
iter 420 value 252.394108
final  value 252.394054 
converged
# weights:  174
initial  value 40868.748542 
iter  10 value 9579.714662
iter  20 value 2008.102588
iter  30 value 850.841261
iter  40 value 590.822200
iter  50 value 457.727860
iter  60 value 389.797981
iter  70 value 349.052736
iter  80 value 327.881241
iter  90 value 315.196018
iter 100 value 300.917836
iter 110 value 287.546209
iter 120 value 280.749332
iter 130 value 276.667818
iter 140 value 273.094049
iter 150 value 269.432472
iter 160 value 267.362055
iter 170 value 264.672798
iter 180 value 262.482276
iter 190 value 259.413344
iter 200 value 255.657107
iter 210 value 253.660876
iter 220 value 252.760386
iter 230 value 251.442643
iter 240 value 249.319435
iter 250 value 248.006249
iter 260 value 247.021894
iter 270 value 245.772967
iter 280 value 245.077457
iter 290 value 244.010970
iter 300 value 243.045576
iter 310 value 242.166263
iter 320 value 241.183602
iter 330 value 240.045151
iter 340 value 239.407587
iter 350 value 239.193306
iter 360 value 238.801790
iter 370 value 237.881958
iter 380 value 236.813665
iter 390 value 235.933788
iter 400 value 235.495800
iter 410 value 235.177467
iter 420 value 234.969340
iter 430 value 234.886494
iter 440 value 234.835293
iter 450 value 234.828276
iter 460 value 234.827813
final  value 234.827805 
converged
# weights:  174
initial  value 43954.928453 
iter  10 value 7908.101189
iter  20 value 1450.034911
iter  30 value 879.778970
iter  40 value 656.985025
iter  50 value 541.946199
iter  60 value 485.014936
iter  70 value 436.307003
iter  80 value 389.464514
iter  90 value 328.423427
iter 100 value 303.375816
iter 110 value 292.372147
iter 120 value 277.868579
iter 130 value 270.290101
iter 140 value 265.831515
iter 150 value 261.438004
iter 160 value 258.933315
iter 170 value 256.625036
iter 180 value 254.983790
iter 190 value 253.990292
iter 200 value 253.033833
iter 210 value 251.621111
iter 220 value 249.603519
iter 230 value 246.024952
iter 240 value 243.648063
iter 250 value 242.260089
iter 260 value 240.718689
iter 270 value 239.955702
iter 280 value 239.583515
iter 290 value 238.795921
iter 300 value 237.843191
iter 310 value 237.412885
iter 320 value 235.674506
iter 330 value 234.085814
iter 340 value 233.697519
iter 350 value 233.568482
iter 360 value 233.470132
iter 370 value 233.010144
iter 380 value 232.683635
iter 390 value 232.443734
iter 400 value 232.369119
iter 410 value 232.348610
iter 420 value 232.341278
iter 430 value 232.339527
final  value 232.339500 
converged
# weights:  106
initial  value 41153.439715 
iter  10 value 11368.899908
iter  20 value 2646.559025
iter  30 value 1514.841680
iter  40 value 956.823109
iter  50 value 709.856099
iter  60 value 527.481383
iter  70 value 451.192180
iter  80 value 401.549472
iter  90 value 369.975283
iter 100 value 349.862495
iter 110 value 319.745003
iter 120 value 298.238524
iter 130 value 293.642827
iter 140 value 290.362888
iter 150 value 289.736297
iter 160 value 289.076544
iter 170 value 288.752106
iter 180 value 288.589813
iter 190 value 288.082546
iter 200 value 287.731469
iter 210 value 287.000050
iter 220 value 286.880723
iter 230 value 286.688568
iter 240 value 286.431763
iter 250 value 286.252801
iter 260 value 286.170620
iter 270 value 286.152308
iter 280 value 286.150935
final  value 286.150908 
converged
# weights:  174
initial  value 41278.974164 
iter  10 value 7924.312982
iter  20 value 3122.274598
iter  30 value 1050.805303
iter  40 value 688.209205
iter  50 value 533.925998
iter  60 value 441.766106
iter  70 value 406.877517
iter  80 value 379.941884
iter  90 value 347.211207
iter 100 value 328.174995
iter 110 value 316.961298
iter 120 value 302.460081
iter 130 value 292.305885
iter 140 value 285.138541
iter 150 value 279.131621
iter 160 value 271.497002
iter 170 value 266.006337
iter 180 value 258.833297
iter 190 value 254.224412
iter 200 value 251.266862
iter 210 value 247.850650
iter 220 value 244.105641
iter 230 value 241.382657
iter 240 value 239.414798
iter 250 value 237.946716
iter 260 value 236.284961
iter 270 value 234.295119
iter 280 value 232.643066
iter 290 value 231.775493
iter 300 value 231.394805
iter 310 value 231.084708
iter 320 value 230.770161
iter 330 value 230.483551
iter 340 value 230.062250
iter 350 value 229.420830
iter 360 value 229.200355
iter 370 value 228.996887
iter 380 value 228.689039
iter 390 value 228.461295
iter 400 value 228.252078
iter 410 value 227.852369
iter 420 value 226.451248
iter 430 value 225.077389
iter 440 value 224.135116
iter 450 value 223.909387
iter 460 value 223.859094
iter 470 value 223.848300
iter 480 value 223.837006
final  value 223.836788 
converged
# weights:  174
initial  value 43731.480106 
iter  10 value 13570.723009
iter  20 value 4692.490698
iter  30 value 2362.367548
iter  40 value 1665.972177
iter  50 value 1246.383448
iter  60 value 875.784820
iter  70 value 686.027396
iter  80 value 549.027572
iter  90 value 439.042133
iter 100 value 369.298901
iter 110 value 318.320189
iter 120 value 295.458581
iter 130 value 286.100989
iter 140 value 279.826470
iter 150 value 276.122768
iter 160 value 271.982761
iter 170 value 268.151576
iter 180 value 264.078816
iter 190 value 260.277906
iter 200 value 258.387622
iter 210 value 256.491449
iter 220 value 255.276970
iter 230 value 254.105766
iter 240 value 253.415389
iter 250 value 253.034983
iter 260 value 252.515738
iter 270 value 251.470358
iter 280 value 250.223169
iter 290 value 249.652815
iter 300 value 249.242216
iter 310 value 248.691577
iter 320 value 248.301791
iter 330 value 248.155402
iter 340 value 248.078807
iter 350 value 248.012906
iter 360 value 247.735450
iter 370 value 247.353283
iter 380 value 246.858285
iter 390 value 246.522820
iter 400 value 246.242963
iter 410 value 246.039027
iter 420 value 245.754767
iter 430 value 245.451886
iter 440 value 245.412182
iter 450 value 245.114964
iter 460 value 243.719531
iter 470 value 243.550256
iter 480 value 243.545647
iter 490 value 243.545394
final  value 243.545357 
converged
# weights:  174
initial  value 40518.086535 
iter  10 value 3823.876794
iter  20 value 1444.264245
iter  30 value 675.500541
iter  40 value 446.322773
iter  50 value 371.696035
iter  60 value 329.341497
iter  70 value 308.325119
iter  80 value 292.316484
iter  90 value 281.939096
iter 100 value 274.802147
iter 110 value 267.891134
iter 120 value 264.118792
iter 130 value 259.939696
iter 140 value 256.240236
iter 150 value 252.513666
iter 160 value 249.291138
iter 170 value 247.730976
iter 180 value 246.759237
iter 190 value 245.797388
iter 200 value 244.722586
iter 210 value 243.819627
iter 220 value 243.168001
iter 230 value 242.780326
iter 240 value 242.648750
iter 250 value 242.398488
iter 260 value 242.332459
iter 270 value 242.313616
iter 280 value 242.272244
iter 290 value 242.247126
iter 300 value 242.185706
iter 310 value 242.146469
iter 320 value 242.127835
iter 330 value 242.123252
iter 340 value 242.114624
iter 350 value 242.107659
iter 360 value 242.101079
iter 370 value 242.093170
iter 380 value 242.082848
iter 390 value 242.077912
iter 400 value 242.076145
iter 410 value 242.075897
iter 420 value 242.075822
final  value 242.075817 
converged
# weights:  174
initial  value 43848.342592 
iter  10 value 4709.358521
iter  20 value 1483.452165
iter  30 value 829.647628
iter  40 value 575.138317
iter  50 value 442.325888
iter  60 value 384.512775
iter  70 value 333.824151
iter  80 value 317.105642
iter  90 value 304.649814
iter 100 value 299.350682
iter 110 value 295.896873
iter 120 value 290.768144
iter 130 value 283.888395
iter 140 value 273.779025
iter 150 value 268.849430
iter 160 value 264.538303
iter 170 value 258.663213
iter 180 value 256.533480
iter 190 value 254.536368
iter 200 value 253.087090
iter 210 value 251.745026
iter 220 value 249.527611
iter 230 value 247.689789
iter 240 value 246.324984
iter 250 value 245.652189
iter 260 value 245.351288
iter 270 value 245.076733
iter 280 value 244.800258
iter 290 value 244.703612
iter 300 value 244.532574
iter 310 value 244.349884
iter 320 value 244.227064
iter 330 value 244.141939
iter 340 value 244.082513
iter 350 value 244.029081
iter 360 value 244.005203
iter 370 value 243.928327
iter 380 value 243.841704
iter 390 value 243.756629
iter 400 value 243.586817
iter 410 value 243.151272
iter 420 value 242.441436
iter 430 value 240.902597
iter 440 value 237.639554
iter 450 value 237.212027
iter 460 value 237.107105
iter 470 value 236.975004
iter 480 value 236.655564
iter 490 value 235.721939
iter 500 value 235.572551
iter 510 value 235.565062
iter 520 value 235.564236
final  value 235.564227 
converged
# weights:  174
initial  value 46611.017618 
iter  10 value 5629.145398
iter  20 value 2226.707080
iter  30 value 874.895019
iter  40 value 631.068042
iter  50 value 498.479560
iter  60 value 425.407481
iter  70 value 368.726137
iter  80 value 340.631999
iter  90 value 324.559197
iter 100 value 311.948253
iter 110 value 298.681369
iter 120 value 293.249788
iter 130 value 288.979094
iter 140 value 282.878415
iter 150 value 277.280498
iter 160 value 274.341533
iter 170 value 270.369804
iter 180 value 265.503081
iter 190 value 262.152845
iter 200 value 260.403573
iter 210 value 258.857450
iter 220 value 257.432773
iter 230 value 255.124848
iter 240 value 253.614038
iter 250 value 252.647621
iter 260 value 251.928314
iter 270 value 251.243333
iter 280 value 249.919685
iter 290 value 248.549725
iter 300 value 246.892829
iter 310 value 244.846410
iter 320 value 243.602698
iter 330 value 242.876081
iter 340 value 242.204660
iter 350 value 241.359793
iter 360 value 240.901524
iter 370 value 240.260284
iter 380 value 239.304737
iter 390 value 238.693735
iter 400 value 238.439736
iter 410 value 238.387194
iter 420 value 238.376151
iter 430 value 238.375063
final  value 238.374983 
converged
# weights:  174
initial  value 43006.357951 
iter  10 value 3895.885615
iter  20 value 1036.026667
iter  30 value 719.589552
iter  40 value 480.683863
iter  50 value 375.925932
iter  60 value 324.052058
iter  70 value 299.702395
iter  80 value 284.209029
iter  90 value 278.163101
iter 100 value 273.235828
iter 110 value 269.442854
iter 120 value 266.827526
iter 130 value 265.439598
iter 140 value 263.734982
iter 150 value 261.891052
iter 160 value 261.334771
iter 170 value 260.877229
iter 180 value 260.555229
iter 190 value 259.796339
iter 200 value 258.105417
iter 210 value 254.550746
iter 220 value 252.100473
iter 230 value 250.636953
iter 240 value 249.035111
iter 250 value 248.624335
iter 260 value 248.259374
iter 270 value 247.963542
iter 280 value 247.637499
iter 290 value 247.360770
iter 300 value 246.994497
iter 310 value 246.785067
iter 320 value 246.620739
iter 330 value 246.163678
iter 340 value 244.713399
iter 350 value 244.388752
iter 360 value 244.291247
iter 370 value 244.112491
iter 380 value 243.965324
iter 390 value 243.754384
iter 400 value 243.565620
iter 410 value 243.354188
iter 420 value 243.258749
iter 430 value 243.251285
final  value 243.250903 
converged
# weights:  174
initial  value 36827.740833 
iter  10 value 3980.323183
iter  20 value 1268.342415
iter  30 value 672.401458
iter  40 value 535.813818
iter  50 value 446.244754
iter  60 value 373.731652
iter  70 value 334.499763
iter  80 value 302.921907
iter  90 value 285.973176
iter 100 value 275.163458
iter 110 value 271.598588
iter 120 value 268.900823
iter 130 value 266.575869
iter 140 value 262.942325
iter 150 value 258.882696
iter 160 value 256.540612
iter 170 value 254.409283
iter 180 value 250.730183
iter 190 value 248.044853
iter 200 value 246.313235
iter 210 value 245.862111
iter 220 value 245.590997
iter 230 value 245.452408
iter 240 value 245.343948
iter 250 value 245.273380
iter 260 value 245.232315
iter 270 value 245.206862
iter 280 value 245.195424
iter 290 value 245.180674
iter 300 value 245.172930
iter 310 value 245.158189
iter 320 value 245.103588
iter 330 value 244.940557
iter 340 value 244.901129
iter 350 value 244.875585
iter 360 value 244.864546
iter 370 value 244.846157
iter 380 value 244.824433
iter 390 value 244.814477
iter 400 value 244.810968
iter 410 value 244.810307
final  value 244.810260 
converged
# weights:  174
initial  value 40332.649806 
iter  10 value 3161.994288
iter  20 value 980.968535
iter  30 value 605.855581
iter  40 value 434.107472
iter  50 value 378.593669
iter  60 value 330.841402
iter  70 value 318.477142
iter  80 value 306.978014
iter  90 value 286.515530
iter 100 value 274.722561
iter 110 value 266.823628
iter 120 value 261.846142
iter 130 value 259.357449
iter 140 value 257.504165
iter 150 value 256.581151
iter 160 value 255.889029
iter 170 value 255.411832
iter 180 value 253.975515
iter 190 value 252.856608
iter 200 value 252.349160
iter 210 value 251.855446
iter 220 value 251.357824
iter 230 value 250.876222
iter 240 value 250.345147
iter 250 value 249.539677
iter 260 value 248.679891
iter 270 value 247.982325
iter 280 value 247.747516
iter 290 value 247.514266
iter 300 value 247.376394
iter 310 value 247.237480
iter 320 value 247.152597
iter 330 value 247.115829
iter 340 value 247.076316
iter 350 value 247.041775
iter 360 value 247.021645
iter 370 value 246.977931
iter 380 value 246.932841
iter 390 value 246.907944
iter 400 value 246.899433
iter 410 value 246.898011
iter 420 value 246.897550
final  value 246.897531 
converged
# weights:  106
initial  value 40959.437918 
iter  10 value 5035.311021
iter  20 value 1799.427170
iter  30 value 1133.265458
iter  40 value 752.236428
iter  50 value 609.542926
iter  60 value 512.191899
iter  70 value 474.963318
iter  80 value 416.843583
iter  90 value 371.456625
iter 100 value 352.092418
iter 110 value 336.483920
iter 120 value 325.674446
iter 130 value 315.419059
iter 140 value 307.000413
iter 150 value 295.038640
iter 160 value 288.438753
iter 170 value 284.741068
iter 180 value 283.723349
iter 190 value 282.916915
iter 200 value 282.209966
iter 210 value 281.863223
iter 220 value 281.760747
iter 230 value 281.610853
iter 240 value 281.411183
iter 250 value 281.248380
iter 260 value 281.215912
iter 270 value 281.211422
iter 280 value 281.210980
final  value 281.210973 
converged
# weights:  174
initial  value 38827.556394 
iter  10 value 8660.229905
iter  20 value 2588.048882
iter  30 value 1315.833209
iter  40 value 860.966895
iter  50 value 710.326016
iter  60 value 600.888497
iter  70 value 543.114326
iter  80 value 464.146089
iter  90 value 406.138161
iter 100 value 366.204696
iter 110 value 340.472972
iter 120 value 318.228734
iter 130 value 304.823425
iter 140 value 289.462068
iter 150 value 276.764380
iter 160 value 265.000802
iter 170 value 259.019827
iter 180 value 256.743388
iter 190 value 255.266590
iter 200 value 254.513953
iter 210 value 254.151978
iter 220 value 253.583835
iter 230 value 251.614155
iter 240 value 250.603195
iter 250 value 250.060747
iter 260 value 249.550303
iter 270 value 249.148349
iter 280 value 248.849427
iter 290 value 248.613827
iter 300 value 248.137884
iter 310 value 247.278679
iter 320 value 245.743534
iter 330 value 244.670761
iter 340 value 244.324434
iter 350 value 244.007809
iter 360 value 243.806079
iter 370 value 243.282991
iter 380 value 242.901385
iter 390 value 242.745593
iter 400 value 242.696995
iter 410 value 242.684984
iter 420 value 242.681493
iter 430 value 242.681209
final  value 242.681205 
converged
# weights:  174
initial  value 42792.812066 
iter  10 value 9187.920244
iter  20 value 3423.998519
iter  30 value 1501.509767
iter  40 value 1056.803784
iter  50 value 841.357799
iter  60 value 720.896035
iter  70 value 587.643317
iter  80 value 453.376894
iter  90 value 371.614851
iter 100 value 346.636691
iter 110 value 329.000270
iter 120 value 315.396974
iter 130 value 306.591692
iter 140 value 292.473193
iter 150 value 283.762154
iter 160 value 277.922618
iter 170 value 272.412518
iter 180 value 268.114251
iter 190 value 263.107199
iter 200 value 259.447859
iter 210 value 256.664326
iter 220 value 254.213741
iter 230 value 252.685939
iter 240 value 250.704327
iter 250 value 248.166418
iter 260 value 244.497250
iter 270 value 242.064728
iter 280 value 240.527153
iter 290 value 239.003942
iter 300 value 237.580772
iter 310 value 237.102808
iter 320 value 236.994526
iter 330 value 236.753367
iter 340 value 236.591878
iter 350 value 236.434063
iter 360 value 236.356603
iter 370 value 236.151694
iter 380 value 235.922802
iter 390 value 235.769714
iter 400 value 235.696281
iter 410 value 235.600801
iter 420 value 235.434361
iter 430 value 235.349951
iter 440 value 235.333531
iter 450 value 235.330441
final  value 235.330391 
converged
# weights:  106
initial  value 40174.787577 
iter  10 value 9183.311410
iter  20 value 2305.930613
iter  30 value 1489.772508
iter  40 value 1036.522053
iter  50 value 753.559556
iter  60 value 533.062192
iter  70 value 458.412797
iter  80 value 425.112611
iter  90 value 398.723003
iter 100 value 373.975125
iter 110 value 342.789930
iter 120 value 321.694363
iter 130 value 307.054860
iter 140 value 300.838094
iter 150 value 297.674172
iter 160 value 295.776596
iter 170 value 294.875223
iter 180 value 294.395365
iter 190 value 293.824310
iter 200 value 292.259155
iter 210 value 290.601415
iter 220 value 289.846046
iter 230 value 289.300052
iter 240 value 288.020520
iter 250 value 287.068567
iter 260 value 286.646885
iter 270 value 286.543698
iter 280 value 286.529178
final  value 286.528603 
converged
# weights:  106
initial  value 40371.309931 
iter  10 value 11372.108099
iter  20 value 6054.896958
iter  30 value 3810.012584
iter  40 value 2124.565904
iter  50 value 1398.869765
iter  60 value 808.311918
iter  70 value 622.591596
iter  80 value 506.615662
iter  90 value 456.818790
iter 100 value 415.009020
iter 110 value 323.429364
iter 120 value 260.687028
iter 130 value 228.564956
iter 140 value 212.863289
iter 150 value 199.156310
iter 160 value 189.886519
iter 170 value 183.595788
iter 180 value 178.661246
iter 190 value 174.943300
iter 200 value 172.722379
iter 210 value 170.295474
iter 220 value 169.787288
iter 230 value 169.604384
iter 240 value 169.195899
iter 250 value 168.662565
iter 260 value 168.031534
iter 270 value 167.669495
iter 280 value 167.338146
iter 290 value 165.719061
iter 300 value 162.436350
iter 310 value 161.189981
iter 320 value 159.048185
iter 330 value 157.226438
iter 340 value 154.917248
iter 350 value 152.883444
iter 360 value 149.472992
iter 370 value 136.541002
iter 380 value 122.427317
iter 390 value 108.156912
iter 400 value 100.907499
iter 410 value 98.007265
iter 420 value 96.100001
iter 430 value 95.463043
iter 440 value 95.409916
iter 450 value 95.336386
iter 460 value 95.242425
iter 470 value 95.042558
iter 480 value 94.751219
iter 490 value 94.074617
iter 500 value 92.980121
iter 510 value 91.753299
iter 520 value 88.748157
iter 530 value 85.907647
iter 540 value 83.807492
iter 550 value 83.419053
iter 560 value 82.756438
iter 570 value 81.918740
iter 580 value 81.008898
iter 590 value 79.507967
iter 600 value 78.710675
iter 610 value 78.206542
iter 620 value 77.227479
iter 630 value 76.480939
iter 640 value 75.609316
iter 650 value 75.549826
iter 660 value 75.482902
iter 670 value 75.414142
iter 680 value 75.379135
iter 690 value 75.332700
iter 700 value 75.270743
iter 710 value 75.225299
iter 720 value 75.160488
iter 730 value 74.931620
iter 740 value 74.542576
iter 750 value 73.582463
iter 760 value 73.116185
iter 770 value 72.768995
iter 780 value 72.327038
iter 790 value 70.944861
iter 800 value 70.067960
iter 810 value 69.395880
iter 820 value 69.029627
iter 830 value 68.399794
iter 840 value 67.330733
iter 850 value 66.706514
iter 860 value 66.521965
iter 870 value 66.486885
iter 880 value 66.459798
iter 890 value 66.408337
iter 900 value 66.363022
iter 910 value 66.312445
iter 920 value 66.225484
iter 930 value 66.140012
iter 940 value 66.013178
iter 950 value 65.822905
iter 960 value 65.640467
iter 970 value 65.088624
iter 980 value 63.595780
iter 990 value 62.835152
iter1000 value 62.053409
iter1010 value 61.501427
iter1020 value 61.224847
iter1030 value 61.001834
iter1040 value 60.231686
iter1050 value 59.390775
iter1060 value 58.916175
iter1070 value 58.564485
iter1080 value 58.540521
iter1090 value 58.520329
iter1100 value 58.493396
iter1110 value 58.469800
iter1120 value 58.429552
iter1130 value 58.362911
iter1140 value 58.296708
iter1150 value 58.263011
iter1160 value 58.115020
iter1170 value 57.785718
iter1180 value 57.436625
iter1190 value 57.175601
iter1200 value 56.312634
iter1210 value 55.231248
iter1220 value 53.746603
iter1230 value 52.745944
iter1240 value 51.541380
iter1250 value 51.010897
iter1260 value 50.569131
iter1270 value 50.106012
iter1280 value 49.861412
iter1290 value 49.848931
iter1300 value 49.835032
iter1310 value 49.812732
iter1320 value 49.786642
iter1330 value 49.768357
iter1340 value 49.745925
iter1350 value 49.727829
iter1360 value 49.676423
iter1370 value 49.387232
iter1380 value 49.222406
iter1390 value 48.981585
iter1400 value 48.734710
iter1410 value 48.527121
iter1420 value 48.363141
iter1430 value 48.189627
iter1440 value 48.079841
iter1450 value 47.986704
iter1460 value 47.204733
iter1470 value 46.783083
iter1480 value 46.595463
iter1490 value 46.421076
iter1500 value 46.334771
iter1510 value 46.322428
iter1520 value 46.313736
iter1530 value 46.305424
iter1540 value 46.297042
iter1550 value 46.287398
iter1560 value 46.278939
iter1570 value 46.268488
iter1580 value 46.118509
iter1590 value 45.866972
iter1600 value 45.743980
iter1610 value 45.690530
iter1620 value 45.549739
iter1630 value 45.478978
iter1640 value 45.400077
iter1650 value 45.384186
iter1660 value 45.367860
iter1670 value 45.197821
iter1680 value 45.076515
iter1690 value 45.027212
iter1700 value 44.818034
iter1710 value 44.748693
iter1720 value 44.746898
iter1730 value 44.743885
iter1740 value 44.740897
iter1750 value 44.735662
iter1760 value 44.730402
iter1770 value 44.725749
iter1780 value 44.719136
iter1790 value 44.682961
iter1800 value 44.612227
iter1810 value 44.500974
iter1820 value 44.393384
iter1830 value 44.361152
iter1840 value 44.340833
iter1850 value 44.295410
iter1860 value 44.273568
iter1870 value 44.251715
iter1880 value 44.218099
iter1890 value 44.184935
iter1900 value 44.122844
iter1910 value 44.118177
iter1920 value 44.073587
iter1930 value 44.069493
iter1940 value 44.067225
iter1950 value 44.064796
iter1960 value 44.062094
iter1970 value 44.059246
iter1980 value 44.057502
iter1990 value 44.056611
iter2000 value 44.055712
iter2010 value 44.038896
iter2020 value 44.022895
iter2030 value 43.991384
iter2040 value 43.895117
iter2050 value 43.886260
iter2060 value 43.858918
iter2070 value 43.841356
iter2080 value 43.505976
iter2090 value 43.302748
iter2100 value 43.234118
iter2110 value 43.173901
iter2120 value 43.160831
iter2130 value 43.139643
iter2140 value 43.133197
iter2150 value 43.131789
iter2160 value 43.130513
iter2170 value 43.129396
iter2180 value 43.128575
iter2190 value 43.127536
iter2200 value 43.126643
iter2210 value 43.125494
iter2220 value 43.086843
iter2230 value 42.918902
iter2240 value 42.905519
iter2250 value 42.823481
iter2260 value 42.805866
iter2270 value 42.787122
iter2280 value 42.760402
iter2290 value 42.748384
iter2300 value 42.718641
iter2310 value 42.650525
iter2320 value 42.640894
iter2330 value 42.609096
iter2340 value 42.590638
iter2350 value 42.575844
iter2360 value 42.575828
iter2370 value 42.575816
iter2380 value 42.575802
iter2390 value 42.575786
iter2400 value 42.575766
iter2410 value 42.575746
iter2420 value 42.575712
iter2430 value 42.575670
iter2440 value 42.575531
iter2450 value 42.571558
iter2460 value 42.550488
iter2470 value 42.536197
iter2480 value 42.523040
iter2490 value 42.512466
iter2500 value 42.480121
iter2510 value 42.465834
iter2520 value 42.439646
iter2530 value 42.426438
iter2540 value 42.413751
iter2550 value 42.404885
iter2560 value 42.396062
iter2570 value 42.183894
iter2580 value 42.104357
iter2590 value 42.102891
iter2600 value 42.102330
iter2610 value 42.101072
iter2620 value 42.099085
iter2630 value 42.097062
iter2640 value 42.095820
iter2650 value 42.095213
iter2660 value 42.093659
iter2670 value 42.043991
iter2680 value 42.022795
iter2690 value 41.973225
iter2700 value 41.851786
iter2710 value 41.788155
iter2720 value 41.747956
iter2730 value 41.731147
iter2740 value 41.688596
iter2750 value 41.681112
iter2760 value 41.641563
iter2770 value 41.600779
iter2780 value 41.582873
iter2790 value 41.447006
iter2800 value 41.420535
iter2810 value 41.414705
iter2820 value 41.412136
iter2830 value 41.408237
iter2840 value 41.403648
iter2850 value 41.399626
iter2860 value 41.397055
iter2870 value 41.393922
iter2880 value 41.380157
iter2890 value 41.302295
iter2900 value 41.137135
iter2910 value 40.987091
iter2920 value 40.902753
iter2930 value 40.855891
iter2940 value 40.846302
iter2950 value 40.821828
iter2960 value 40.784174
iter2970 value 40.775761
iter2980 value 40.753149
iter2990 value 40.701865
iter3000 value 40.691575
iter3010 value 40.688458
iter3020 value 40.687863
iter3030 value 40.687429
iter3040 value 40.687115
iter3050 value 40.686519
iter3060 value 40.685683
iter3070 value 40.685078
iter3080 value 40.684132
iter3090 value 40.661057
iter3100 value 40.654362
iter3110 value 40.614382
iter3120 value 40.608286
iter3130 value 40.463015
iter3140 value 40.389973
iter3150 value 40.386450
iter3160 value 40.253269
iter3170 value 40.224335
iter3180 value 40.007936
iter3190 value 39.780705
iter3200 value 39.690417
iter3210 value 39.665610
iter3220 value 39.656676
iter3230 value 39.656123
iter3240 value 39.655469
iter3250 value 39.655115
iter3260 value 39.654358
iter3270 value 39.653613
iter3280 value 39.652858
iter3290 value 39.652148
iter3300 value 39.640054
iter3310 value 39.546949
iter3320 value 39.518159
iter3330 value 39.503870
iter3340 value 39.494485
iter3350 value 39.478932
iter3360 value 39.475063
iter3370 value 39.418976
iter3380 value 39.415480
iter3390 value 39.330728
iter3400 value 39.243157
iter3410 value 39.233665
iter3420 value 39.231114
iter3430 value 39.229806
iter3440 value 39.229755
iter3450 value 39.229710
iter3460 value 39.229622
iter3470 value 39.229552
iter3480 value 39.229500
iter3490 value 39.229410
iter3500 value 39.229362
iter3510 value 39.229020
iter3520 value 39.226038
iter3530 value 39.189922
iter3540 value 39.181318
iter3550 value 39.161252
iter3560 value 39.139155
iter3570 value 39.127571
iter3580 value 39.077519
iter3590 value 39.020416
iter3600 value 39.015912
iter3610 value 38.918497
iter3620 value 38.859261
iter3630 value 38.851820
iter3640 value 38.850696
final  value 38.850692 
converged
# weights:  106
initial  value 40036.348313 
iter  10 value 10056.066758
iter  20 value 2334.958109
iter  30 value 1421.989388
iter  40 value 1032.189477
iter  50 value 745.639567
iter  60 value 615.382086
iter  70 value 474.256513
iter  80 value 379.431575
iter  90 value 351.919608
iter 100 value 323.265262
iter 110 value 318.884112
iter 120 value 314.051004
iter 130 value 309.686316
iter 140 value 307.940379
iter 150 value 306.038596
iter 160 value 304.383644
iter 170 value 301.865181
iter 180 value 300.212756
iter 190 value 299.719455
iter 200 value 298.217465
iter 210 value 295.847553
iter 220 value 295.771471
iter 230 value 295.688470
iter 240 value 295.533465
iter 250 value 295.463899
iter 260 value 295.439455
iter 270 value 295.435608
final  value 295.435301 
converged
# weights:  174
initial  value 40331.838649 
iter  10 value 8773.766095
iter  20 value 1447.969109
iter  30 value 844.891855
iter  40 value 581.576205
iter  50 value 466.645670
iter  60 value 398.734042
iter  70 value 372.570903
iter  80 value 347.665133
iter  90 value 331.347913
iter 100 value 316.309811
iter 110 value 308.886988
iter 120 value 304.754292
iter 130 value 301.278456
iter 140 value 296.125129
iter 150 value 289.492500
iter 160 value 282.642377
iter 170 value 277.641392
iter 180 value 272.362572
iter 190 value 266.599779
iter 200 value 263.068405
iter 210 value 259.468763
iter 220 value 255.963700
iter 230 value 253.537664
iter 240 value 252.395773
iter 250 value 252.006246
iter 260 value 251.712159
iter 270 value 251.396290
iter 280 value 250.920729
iter 290 value 250.627031
iter 300 value 250.385703
iter 310 value 250.135622
iter 320 value 249.843722
iter 330 value 249.425606
iter 340 value 249.289629
iter 350 value 249.113921
iter 360 value 248.919575
iter 370 value 248.630345
iter 380 value 248.255763
iter 390 value 247.988164
iter 400 value 247.892476
iter 410 value 247.872926
iter 420 value 247.865458
iter 430 value 247.863111
final  value 247.863013 
converged
# weights:  174
initial  value 48531.622347 
iter  10 value 4473.830956
iter  20 value 1450.201298
iter  30 value 906.706249
iter  40 value 571.628984
iter  50 value 458.039097
iter  60 value 366.260729
iter  70 value 328.923143
iter  80 value 307.346972
iter  90 value 287.758486
iter 100 value 277.915358
iter 110 value 271.006751
iter 120 value 264.222899
iter 130 value 259.719196
iter 140 value 257.090220
iter 150 value 254.447572
iter 160 value 251.381916
iter 170 value 249.958577
iter 180 value 248.594970
iter 190 value 246.895856
iter 200 value 245.497155
iter 210 value 244.362864
iter 220 value 242.728196
iter 230 value 241.567396
iter 240 value 240.609810
iter 250 value 239.810617
iter 260 value 239.158355
iter 270 value 238.756207
iter 280 value 238.562376
iter 290 value 238.406861
iter 300 value 238.138118
iter 310 value 237.844910
iter 320 value 237.661139
iter 330 value 237.327122
iter 340 value 236.513605
iter 350 value 236.106187
iter 360 value 235.947586
iter 370 value 235.743741
iter 380 value 235.472899
iter 390 value 235.314006
iter 400 value 235.212753
iter 410 value 235.159764
iter 420 value 235.139864
iter 430 value 235.135090
final  value 235.134886 
converged
# weights:  174
initial  value 39860.795006 
iter  10 value 5284.170700
iter  20 value 2024.080181
iter  30 value 832.608768
iter  40 value 531.216833
iter  50 value 445.817467
iter  60 value 391.002217
iter  70 value 362.929103
iter  80 value 337.161552
iter  90 value 316.502680
iter 100 value 302.530586
iter 110 value 294.308430
iter 120 value 286.661285
iter 130 value 279.141532
iter 140 value 275.647042
iter 150 value 272.405605
iter 160 value 268.262800
iter 170 value 265.311511
iter 180 value 263.190996
iter 190 value 259.613358
iter 200 value 256.999458
iter 210 value 255.078838
iter 220 value 253.782342
iter 230 value 252.811487
iter 240 value 251.313259
iter 250 value 248.995149
iter 260 value 247.353825
iter 270 value 246.105123
iter 280 value 245.072141
iter 290 value 244.374147
iter 300 value 243.910580
iter 310 value 243.384371
iter 320 value 242.936490
iter 330 value 242.715846
iter 340 value 242.481931
iter 350 value 242.244107
iter 360 value 242.139170
iter 370 value 241.981353
iter 380 value 241.735818
iter 390 value 241.404529
iter 400 value 240.532488
iter 410 value 239.923644
iter 420 value 239.681881
iter 430 value 239.584857
iter 440 value 239.565042
iter 450 value 239.562965
final  value 239.562939 
converged
# weights:  106
initial  value 42800.806739 
iter  10 value 10995.794786
iter  20 value 4581.484639
iter  30 value 2622.298022
iter  40 value 1835.032291
iter  50 value 1431.707355
iter  60 value 901.816554
iter  70 value 695.205046
iter  80 value 601.075140
iter  90 value 573.287837
iter 100 value 528.116125
iter 110 value 478.279650
iter 120 value 445.236596
iter 130 value 406.266669
iter 140 value 366.632028
iter 150 value 346.947540
iter 160 value 332.809708
iter 170 value 322.130325
iter 180 value 313.887692
iter 190 value 306.729294
iter 200 value 300.588929
iter 210 value 295.936120
iter 220 value 293.588614
iter 230 value 289.221937
iter 240 value 286.220851
iter 250 value 284.499344
iter 260 value 283.935302
iter 270 value 283.893598
iter 280 value 283.889105
final  value 283.888984 
converged
# weights:  106
initial  value 41999.772221 
iter  10 value 20217.968593
iter  20 value 6736.075928
iter  30 value 3322.849936
iter  40 value 2138.676336
iter  50 value 1375.590456
iter  60 value 1117.849811
iter  70 value 793.618959
iter  80 value 629.660344
iter  90 value 538.698117
iter 100 value 498.857939
iter 110 value 434.963938
iter 120 value 383.933340
iter 130 value 358.011722
iter 140 value 342.133526
iter 150 value 335.696743
iter 160 value 322.530896
iter 170 value 314.033618
iter 180 value 301.774280
iter 190 value 299.222142
iter 200 value 296.600336
iter 210 value 295.219113
iter 220 value 293.416795
iter 230 value 292.491936
iter 240 value 290.509224
iter 250 value 289.722582
iter 260 value 289.338858
iter 270 value 289.293050
iter 280 value 289.279710
final  value 289.277578 
converged
# weights:  106
initial  value 41051.071400 
iter  10 value 17063.108884
iter  20 value 6155.570905
iter  30 value 3182.670918
iter  40 value 2058.885774
iter  50 value 1361.359132
iter  60 value 998.295901
iter  70 value 812.228986
iter  80 value 647.321060
iter  90 value 553.373718
iter 100 value 514.162221
iter 110 value 467.690151
iter 120 value 425.291938
iter 130 value 407.055844
iter 140 value 395.244317
iter 150 value 385.617156
iter 160 value 378.825710
iter 170 value 366.919888
iter 180 value 355.543911
iter 190 value 345.687138
iter 200 value 341.218396
iter 210 value 337.899219
iter 220 value 335.936076
iter 230 value 332.347734
iter 240 value 328.775018
iter 250 value 326.833281
iter 260 value 325.950099
iter 270 value 325.511016
iter 280 value 325.396981
iter 290 value 325.392719
final  value 325.392705 
converged
# weights:  174
initial  value 41192.865495 
iter  10 value 9952.521091
iter  20 value 3288.242520
iter  30 value 1605.307272
iter  40 value 996.602914
iter  50 value 727.156006
iter  60 value 588.842977
iter  70 value 485.232111
iter  80 value 391.461650
iter  90 value 348.594142
iter 100 value 321.959813
iter 110 value 298.746584
iter 120 value 287.807401
iter 130 value 282.049934
iter 140 value 278.963315
iter 150 value 274.888300
iter 160 value 271.399176
iter 170 value 266.320592
iter 180 value 256.360740
iter 190 value 246.290767
iter 200 value 239.936127
iter 210 value 235.348389
iter 220 value 231.435497
iter 230 value 227.708416
iter 240 value 224.066776
iter 250 value 221.910661
iter 260 value 220.684119
iter 270 value 219.635506
iter 280 value 218.676493
iter 290 value 218.381072
iter 300 value 218.303123
iter 310 value 218.250399
iter 320 value 218.219376
iter 330 value 218.142521
iter 340 value 218.127975
iter 350 value 218.122568
iter 360 value 218.120521
iter 370 value 218.116090
iter 380 value 218.112280
iter 390 value 218.110446
iter 400 value 218.109987
final  value 218.109899 
converged
# weights:  174
initial  value 39077.936130 
iter  10 value 6962.655757
iter  20 value 1629.626750
iter  30 value 909.078052
iter  40 value 645.543181
iter  50 value 555.210159
iter  60 value 479.646403
iter  70 value 415.064573
iter  80 value 373.204565
iter  90 value 341.269552
iter 100 value 323.203706
iter 110 value 306.109276
iter 120 value 294.607889
iter 130 value 289.763955
iter 140 value 287.688659
iter 150 value 286.173127
iter 160 value 284.320041
iter 170 value 282.662184
iter 180 value 280.869754
iter 190 value 279.309717
iter 200 value 277.763111
iter 210 value 277.169787
iter 220 value 276.777436
iter 230 value 276.323258
iter 240 value 274.065620
iter 250 value 270.379029
iter 260 value 268.161773
iter 270 value 267.115259
iter 280 value 266.443051
iter 290 value 265.934758
iter 300 value 265.508934
iter 310 value 265.123481
iter 320 value 264.871810
iter 330 value 264.636282
iter 340 value 264.508156
iter 350 value 264.209604
iter 360 value 264.095101
iter 370 value 263.696747
iter 380 value 263.191301
iter 390 value 262.899690
iter 400 value 262.573492
iter 410 value 262.218975
iter 420 value 261.549752
iter 430 value 259.872497
iter 440 value 257.239774
iter 450 value 253.692547
iter 460 value 249.070790
iter 470 value 246.668390
iter 480 value 245.440628
iter 490 value 244.594645
iter 500 value 242.069507
iter 510 value 239.798787
iter 520 value 238.518399
iter 530 value 237.116411
iter 540 value 236.888850
iter 550 value 236.745839
iter 560 value 236.740404
iter 570 value 236.740324
iter 580 value 236.629865
iter 590 value 236.340302
iter 600 value 236.209933
iter 610 value 235.881985
iter 620 value 235.632739
iter 630 value 235.497604
iter 640 value 235.473575
iter 650 value 235.463979
iter 660 value 235.463437
final  value 235.463397 
converged
# weights:  174
initial  value 40696.938007 
iter  10 value 6070.733331
iter  20 value 1500.620519
iter  30 value 777.874403
iter  40 value 540.911460
iter  50 value 455.992949
iter  60 value 389.572360
iter  70 value 362.700969
iter  80 value 333.823849
iter  90 value 311.894453
iter 100 value 292.266318
iter 110 value 275.605536
iter 120 value 265.200513
iter 130 value 248.758392
iter 140 value 240.048458
iter 150 value 236.952092
iter 160 value 235.542474
iter 170 value 234.227314
iter 180 value 233.641309
iter 190 value 232.578064
iter 200 value 231.411913
iter 210 value 230.792975
iter 220 value 230.017634
iter 230 value 229.345091
iter 240 value 229.166507
iter 250 value 228.982622
iter 260 value 228.873678
iter 270 value 228.811105
iter 280 value 228.748924
iter 290 value 228.681084
iter 300 value 228.660139
iter 310 value 228.639113
iter 320 value 228.602178
iter 330 value 228.582441
iter 340 value 228.580612
iter 350 value 228.580017
iter 360 value 228.577779
iter 370 value 228.574316
iter 380 value 228.570930
iter 390 value 228.568777
iter 400 value 228.568272
iter 410 value 228.568161
final  value 228.568149 
converged
# weights:  174
initial  value 45153.632861 
iter  10 value 4118.121940
iter  20 value 1370.263131
iter  30 value 729.935715
iter  40 value 449.261478
iter  50 value 362.221484
iter  60 value 316.384136
iter  70 value 298.957265
iter  80 value 285.374639
iter  90 value 275.970207
iter 100 value 270.183834
iter 110 value 266.661386
iter 120 value 263.666307
iter 130 value 261.160599
iter 140 value 259.197947
iter 150 value 256.980866
iter 160 value 253.692086
iter 170 value 251.990342
iter 180 value 250.607698
iter 190 value 248.281292
iter 200 value 245.956949
iter 210 value 244.682138
iter 220 value 242.799842
iter 230 value 241.228791
iter 240 value 240.301645
iter 250 value 239.665006
iter 260 value 239.099527
iter 270 value 238.892564
iter 280 value 238.744905
iter 290 value 238.671404
iter 300 value 238.632403
iter 310 value 238.619634
iter 320 value 238.614361
iter 330 value 238.606164
iter 340 value 238.595564
iter 350 value 238.587346
iter 360 value 238.582584
iter 370 value 238.565683
iter 380 value 238.551334
iter 390 value 238.542626
iter 400 value 238.536406
iter 410 value 238.529660
iter 420 value 238.507845
iter 430 value 238.446744
iter 440 value 238.440909
final  value 238.440467 
converged
# weights:  174
initial  value 44037.142870 
iter  10 value 5774.247314
iter  20 value 1547.151049
iter  30 value 873.108465
iter  40 value 537.765960
iter  50 value 430.213563
iter  60 value 369.504276
iter  70 value 348.553776
iter  80 value 328.723133
iter  90 value 311.642133
iter 100 value 298.606167
iter 110 value 288.461233
iter 120 value 280.903169
iter 130 value 274.152848
iter 140 value 266.782570
iter 150 value 260.788075
iter 160 value 257.427669
iter 170 value 254.062371
iter 180 value 250.213748
iter 190 value 247.938724
iter 200 value 246.107913
iter 210 value 244.077697
iter 220 value 241.804488
iter 230 value 240.270507
iter 240 value 238.093077
iter 250 value 237.406947
iter 260 value 236.880319
iter 270 value 236.694982
iter 280 value 236.450651
iter 290 value 235.888289
iter 300 value 235.671564
iter 310 value 235.613663
iter 320 value 235.486604
iter 330 value 235.338879
iter 340 value 235.287262
iter 350 value 235.158103
iter 360 value 235.140011
iter 370 value 235.096276
iter 380 value 235.040193
iter 390 value 235.008749
iter 400 value 234.991077
iter 410 value 234.985893
iter 420 value 234.984354
final  value 234.984273 
converged
# weights:  174
initial  value 46197.489371 
iter  10 value 10792.635095
iter  20 value 3022.656422
iter  30 value 1394.849878
iter  40 value 1011.117908
iter  50 value 756.857236
iter  60 value 596.120922
iter  70 value 493.757823
iter  80 value 429.563617
iter  90 value 377.503071
iter 100 value 344.118605
iter 110 value 326.201015
iter 120 value 317.674658
iter 130 value 311.517904
iter 140 value 305.285794
iter 150 value 301.227905
iter 160 value 296.411689
iter 170 value 292.534364
iter 180 value 286.999189
iter 190 value 281.285763
iter 200 value 276.812833
iter 210 value 271.194436
iter 220 value 265.028167
iter 230 value 259.133694
iter 240 value 256.591491
iter 250 value 254.342224
iter 260 value 253.073408
iter 270 value 251.884780
iter 280 value 251.146468
iter 290 value 250.638808
iter 300 value 250.318766
iter 310 value 249.907547
iter 320 value 249.019753
iter 330 value 248.251879
iter 340 value 248.037317
iter 350 value 247.672342
iter 360 value 247.492591
iter 370 value 247.156374
iter 380 value 246.670043
iter 390 value 246.452014
iter 400 value 246.212456
iter 410 value 246.082710
iter 420 value 246.010698
iter 430 value 245.949289
iter 440 value 245.924974
iter 450 value 245.923085
final  value 245.923022 
converged
# weights:  106
initial  value 42328.458101 
iter  10 value 8170.032276
iter  20 value 1756.374607
iter  30 value 1284.181076
iter  40 value 823.400516
iter  50 value 650.697038
iter  60 value 557.070233
iter  70 value 482.707036
iter  80 value 420.237270
iter  90 value 380.461852
iter 100 value 360.206222
iter 110 value 333.872207
iter 120 value 320.409173
iter 130 value 315.638707
iter 140 value 313.836075
iter 150 value 312.295079
iter 160 value 310.530950
iter 170 value 302.854789
iter 180 value 301.484279
iter 190 value 301.286022
iter 200 value 301.150263
iter 210 value 300.883552
iter 220 value 300.824678
iter 230 value 300.730373
iter 240 value 300.477126
iter 250 value 300.375002
iter 260 value 300.341032
iter 270 value 300.338092
iter 280 value 300.337724
final  value 300.337715 
converged
# weights:  174
initial  value 46325.177216 
iter  10 value 4736.729011
iter  20 value 1158.572167
iter  30 value 620.204202
iter  40 value 453.818472
iter  50 value 382.046787
iter  60 value 335.981371
iter  70 value 319.804184
iter  80 value 302.422560
iter  90 value 289.827375
iter 100 value 282.159490
iter 110 value 277.017562
iter 120 value 273.517525
iter 130 value 270.826673
iter 140 value 261.246761
iter 150 value 252.598015
iter 160 value 247.909116
iter 170 value 244.766615
iter 180 value 242.842363
iter 190 value 241.616579
iter 200 value 240.902834
iter 210 value 240.754053
iter 220 value 240.550966
iter 230 value 240.247164
iter 240 value 240.067868
iter 250 value 239.943943
iter 260 value 239.898974
iter 270 value 239.865938
iter 280 value 239.862644
iter 290 value 239.843548
iter 300 value 239.834966
iter 310 value 239.821281
iter 320 value 239.809832
iter 330 value 239.805274
iter 340 value 239.802709
iter 350 value 239.794764
final  value 239.794522 
converged
# weights:  106
initial  value 38048.426206 
iter  10 value 14584.513034
iter  20 value 5147.392253
iter  30 value 3301.318864
iter  40 value 2440.380122
iter  50 value 1634.662240
iter  60 value 1159.485646
iter  70 value 862.057439
iter  80 value 637.772568
iter  90 value 554.641512
iter 100 value 501.448382
iter 110 value 443.758661
iter 120 value 371.420625
iter 130 value 363.561033
iter 140 value 356.608458
iter 150 value 352.344056
iter 160 value 341.499986
iter 170 value 333.061670
iter 180 value 322.480590
iter 190 value 317.930644
iter 200 value 313.649183
iter 210 value 310.702651
iter 220 value 309.393490
iter 230 value 307.503038
iter 240 value 305.125662
iter 250 value 302.651971
iter 260 value 301.717090
iter 270 value 301.636820
iter 280 value 301.632055
iter 290 value 301.631393
iter 300 value 301.630902
iter 310 value 301.630134
iter 320 value 301.629576
iter 330 value 301.629339
iter 340 value 301.629217
iter 350 value 301.628724
final  value 301.628702 
converged
# weights:  106
initial  value 44157.779615 
iter  10 value 9668.971537
iter  20 value 2285.506346
iter  30 value 1538.265880
iter  40 value 1010.018056
iter  50 value 709.230784
iter  60 value 509.585230
iter  70 value 396.826017
iter  80 value 337.041336
iter  90 value 315.976236
iter 100 value 297.939347
iter 110 value 288.901267
iter 120 value 284.277367
iter 130 value 282.393433
iter 140 value 279.170404
iter 150 value 276.335820
iter 160 value 274.691187
iter 170 value 274.026594
iter 180 value 273.332568
iter 190 value 273.214123
iter 200 value 272.668141
iter 210 value 272.175650
iter 220 value 271.430753
iter 230 value 270.875904
iter 240 value 270.337887
iter 250 value 269.916262
iter 260 value 269.489921
iter 270 value 268.853093
iter 280 value 268.681039
iter 290 value 268.677708
final  value 268.677688 
converged
# weights:  174
initial  value 39641.148458 
iter  10 value 4055.932512
iter  20 value 1530.458927
iter  30 value 784.771131
iter  40 value 578.654154
iter  50 value 452.842881
iter  60 value 388.766290
iter  70 value 344.736740
iter  80 value 323.886053
iter  90 value 311.118604
iter 100 value 300.915558
iter 110 value 290.422321
iter 120 value 282.369123
iter 130 value 277.529596
iter 140 value 274.499588
iter 150 value 271.719969
iter 160 value 269.545542
iter 170 value 265.892449
iter 180 value 263.230258
iter 190 value 261.271790
iter 200 value 256.794043
iter 210 value 254.719991
iter 220 value 253.620016
iter 230 value 252.946568
iter 240 value 252.536599
iter 250 value 252.148272
iter 260 value 251.625007
iter 270 value 251.140760
iter 280 value 250.493030
iter 290 value 250.014103
iter 300 value 248.651921
iter 310 value 247.511540
iter 320 value 246.287284
iter 330 value 245.216620
iter 340 value 244.177392
iter 350 value 243.722085
iter 360 value 243.382295
iter 370 value 242.370854
iter 380 value 241.047209
iter 390 value 240.211259
iter 400 value 239.820827
iter 410 value 239.731846
iter 420 value 239.700694
iter 430 value 239.688578
iter 440 value 239.684825
iter 450 value 239.684494
iter 450 value 239.684493
iter 450 value 239.684493
final  value 239.684493 
converged
# weights:  106
initial  value 38692.244663 
iter  10 value 10116.161898
iter  20 value 3300.994050
iter  30 value 1584.148440
iter  40 value 1122.431055
iter  50 value 892.225239
iter  60 value 735.339201
iter  70 value 584.778522
iter  80 value 525.095675
iter  90 value 437.540610
iter 100 value 399.123657
iter 110 value 383.391178
iter 120 value 370.297525
iter 130 value 366.581417
iter 140 value 346.233090
iter 150 value 333.899295
iter 160 value 319.353642
iter 170 value 312.826602
iter 180 value 304.751607
iter 190 value 298.679880
iter 200 value 283.539831
iter 210 value 281.256531
iter 220 value 280.481491
iter 230 value 278.087961
iter 240 value 274.015939
iter 250 value 272.268335
iter 260 value 271.484386
iter 270 value 271.375809
iter 280 value 271.363523
final  value 271.363395 
converged
# weights:  174
initial  value 38386.428652 
iter  10 value 4738.647317
iter  20 value 1626.333690
iter  30 value 909.502661
iter  40 value 608.258018
iter  50 value 531.446117
iter  60 value 446.724932
iter  70 value 405.577095
iter  80 value 366.150942
iter  90 value 333.463673
iter 100 value 312.730829
iter 110 value 297.991246
iter 120 value 284.711962
iter 130 value 273.587403
iter 140 value 268.322596
iter 150 value 263.444186
iter 160 value 257.719948
iter 170 value 252.286429
iter 180 value 249.566213
iter 190 value 246.925837
iter 200 value 245.395234
iter 210 value 243.891260
iter 220 value 243.291180
iter 230 value 242.665413
iter 240 value 241.984307
iter 250 value 240.754472
iter 260 value 239.877430
iter 270 value 238.715938
iter 280 value 237.334817
iter 290 value 236.338005
iter 300 value 235.525534
iter 310 value 234.306140
iter 320 value 233.823245
iter 330 value 233.489914
iter 340 value 233.180745
iter 350 value 232.916788
iter 360 value 232.777180
iter 370 value 232.548846
iter 380 value 232.325193
iter 390 value 232.172226
iter 400 value 232.126298
iter 410 value 232.119356
iter 420 value 232.118023
final  value 232.117963 
converged
# weights:  174
initial  value 40721.790786 
iter  10 value 4548.444067
iter  20 value 1416.547404
iter  30 value 964.842919
iter  40 value 619.750748
iter  50 value 472.615980
iter  60 value 374.148285
iter  70 value 321.024100
iter  80 value 291.419922
iter  90 value 271.214580
iter 100 value 258.195276
iter 110 value 252.468800
iter 120 value 250.029791
iter 130 value 248.604223
iter 140 value 247.174231
iter 150 value 246.547180
iter 160 value 245.218521
iter 170 value 243.917763
iter 180 value 241.302056
iter 190 value 240.196547
iter 200 value 239.482206
iter 210 value 238.474604
iter 220 value 236.521034
iter 230 value 235.451275
iter 240 value 234.645973
iter 250 value 234.027284
iter 260 value 233.711344
iter 270 value 233.335854
iter 280 value 233.043629
iter 290 value 232.817232
iter 300 value 232.761134
iter 310 value 232.743977
iter 320 value 232.577330
iter 330 value 232.419149
iter 340 value 232.395923
iter 350 value 232.388362
iter 360 value 232.384279
iter 370 value 232.377276
iter 380 value 232.368061
iter 390 value 232.363949
iter 400 value 232.362214
iter 410 value 232.361932
iter 410 value 232.361930
iter 410 value 232.361929
final  value 232.361929 
converged
# weights:  106
initial  value 40332.276031 
iter  10 value 12228.246219
iter  20 value 4455.920812
iter  30 value 2456.003535
iter  40 value 1518.546484
iter  50 value 998.552487
iter  60 value 701.808863
iter  70 value 563.016318
iter  80 value 490.668973
iter  90 value 436.431392
iter 100 value 407.444452
iter 110 value 388.439050
iter 120 value 382.197025
iter 130 value 369.777798
iter 140 value 343.380328
iter 150 value 328.465455
iter 160 value 320.124653
iter 170 value 316.692854
iter 180 value 315.841245
iter 190 value 315.123460
iter 200 value 314.073234
iter 210 value 313.569488
iter 220 value 313.467648
iter 230 value 313.373251
iter 240 value 313.201998
iter 250 value 313.105838
iter 260 value 313.053597
iter 270 value 313.047509
iter 280 value 313.046657
final  value 313.046640 
converged
# weights:  174
initial  value 43046.402600 
iter  10 value 7986.076384
iter  20 value 1377.674840
iter  30 value 674.867564
iter  40 value 510.023074
iter  50 value 443.320090
iter  60 value 407.134756
iter  70 value 382.414803
iter  80 value 334.278975
iter  90 value 301.465516
iter 100 value 290.010722
iter 110 value 284.385780
iter 120 value 280.022479
iter 130 value 274.096121
iter 140 value 270.821745
iter 150 value 266.354165
iter 160 value 261.243162
iter 170 value 257.813387
iter 180 value 252.992090
iter 190 value 248.469692
iter 200 value 245.347954
iter 210 value 242.110443
iter 220 value 240.791797
iter 230 value 239.801949
iter 240 value 238.956162
iter 250 value 235.930939
iter 260 value 230.571913
iter 270 value 228.562703
iter 280 value 227.680904
iter 290 value 227.166381
iter 300 value 225.537133
iter 310 value 224.875252
iter 320 value 224.526904
iter 330 value 223.205498
iter 340 value 222.255879
iter 350 value 221.928901
iter 360 value 221.826066
iter 370 value 221.609844
iter 380 value 221.410492
iter 390 value 221.300259
iter 400 value 221.259832
iter 410 value 221.249873
iter 420 value 221.245782
iter 430 value 221.245226
final  value 221.245202 
converged

0.6 Read in the results and plot them

Code

#read in results
rep1.results<-read.csv("~/Desktop/dicaeum_full_pm/rep1.neuralnet.model.selection.csv")
results<-rbind(rep1.results,read.csv("~/Desktop/dicaeum_full_pm/rep2.neuralnet.model.selection.csv"))
results<-rbind(results,read.csv("~/Desktop/dicaeum_full_pm/rep3.neuralnet.model.selection.csv"))
results<-rbind(results,read.csv("~/Desktop/dicaeum_full_pm/rep4.neuralnet.model.selection.csv"))
results<-rbind(results,read.csv("~/Desktop/dicaeum_full_pm/rep5.neuralnet.model.selection.csv"))
results$rep<-c(rep(1, times=100),rep(2, times=100),rep(3, times=100),rep(4, times=100),rep(5, times=100))

#plot overall support for each model in all neural nets in all replicates
hist(results$m1)

Code

hist(results$m2)

Code

hist(results$m3)

Code

hist(results$m4)

Code

par(mfrow=(c(3,2)))
#plot support for each model separately for each replicate set of sims to see whether they came up with similar answers
for (i in 1:4){
hist(results[,i][c(results$rep == "1")], main=paste0("model ",i," - rep 1"))
hist(results[,i][results$rep == "2"], main="rep 2")
hist(results[,i][results$rep == "3"], main="rep 3")
hist(results[,i][results$rep == "4"], main="rep 4")
hist(results[,i][results$rep == "5"], main="rep 5")
#visualize prediction accuracy in last box
hist(results$acc)
}

Code

#calculate mean model support and accuracy across all iterations
mean.support<-data.frame(info=c("m1","m2","m3","m4","accuracy"), mean.support=c(mean(results$m1), mean(results$m2), mean(results$m3), mean(results$m4), mean(results$acc)))

#calculate discrete model selection outcome for each replicate
results$selected.model<-"NA"
for(i in 1:nrow(results)){
results$selected.model[i]<-colnames(results)[1:4][results[i,c(1:4)] == max(results[i,c(1:4)])]
}
#summarize results
table(results$selected.model)

 m1  m2  m3  m4 
151  15  31 303 

Code

table(results$selected.model)/nrow(results)

   m1    m2    m3    m4 
0.302 0.030 0.062 0.606 

Code

#add to mean.support dataframe
mean.support$selection.frequency<-c(table(results$selected.model)/nrow(results),NA)
#print
mean.support

      info mean.support selection.frequency
1       m1   0.29095644               0.302
2       m2   0.04113228               0.030
3       m3   0.06919388               0.062
4       m4   0.59871741               0.606
5 accuracy   0.99715535                  NA

Code

#write to disk
write.csv(mean.support, "~/Desktop/dicaeum_full_pm/mean.support.across.all.runs.csv", row.names=F, quote=F)